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Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,388.52,293.73,32.06],"bbox_pdf":[72.0,371.42,365.73,403.48],"fragments":[{"bbox_pdf":[72.0,371.42,365.73,403.48],"words":[1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,... | CC-BY-4.0 | assets/45fa0abec0dab8f86cab5558a024b6c648ec7faf3fac85a4750f78a9e9a375b7.pdf | 45fa0abec0dab8f86cab5558a024b6c648ec7faf3fac85a4750f78a9e9a375b7 | arxiv:2608.28022 | formula | 4 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[281.9,482.82,48.2,11.46],"bbox_pdf":[281.9,297.72,330.1,309.18],"fragments":[{"bbox_pdf":[281.9,297.72,330.1,309.18],"words":[2053,2054,2055]}],"html":null,"kind":"paragraph","latex":"\\rho_{K}\\geq\\vartheta h_{K},","level":null,"list_depth":null,"match":{"src_placed":1.0,"verified":true},"order":17,... | CC-BY-4.0 | assets/45fa0abec0dab8f86cab5558a024b6c648ec7faf3fac85a4750f78a9e9a375b7.pdf | 45fa0abec0dab8f86cab5558a024b6c648ec7faf3fac85a4750f78a9e9a375b7 | arxiv:2608.28022 | formula | 4 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[245.0,666.5,122.01,11.46],"bbox_pdf":[245.0,114.04,367.0,125.5],"fragments":[{"bbox_pdf":[245.0,114.04,367.0,125.5],"words":[2230,2231,2232,2233,2234,2235,2236]}],"html":null,"kind":"paragraph","latex":"B(x_{i},q/2)\\subseteq K_{i}\\subseteq B(x_{i},R),","level":null,"list_depth":null,"match":{"src_pl... | CC-BY-4.0 | assets/45fa0abec0dab8f86cab5558a024b6c648ec7faf3fac85a4750f78a9e9a375b7.pdf | 45fa0abec0dab8f86cab5558a024b6c648ec7faf3fac85a4750f78a9e9a375b7 | arxiv:2608.28022 | formula | 4 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[282.42,686.0,48.35,26.03],"bbox_pdf":[282.42,79.97,330.77,106.0],"fragments":[{"bbox_pdf":[282.42,79.97,330.77,106.0],"words":[2239,2240,2241,2242,2243,2244,2245]}],"html":null,"kind":"paragraph","latex":"\\frac{r_{K_{i}}}{h_{K_{i}}}\\geq\\frac{q}{4R}.","level":null,"list_depth":null,"match":{"src_pla... | CC-BY-4.0 | assets/45fa0abec0dab8f86cab5558a024b6c648ec7faf3fac85a4750f78a9e9a375b7.pdf | 45fa0abec0dab8f86cab5558a024b6c648ec7faf3fac85a4750f78a9e9a375b7 | arxiv:2608.28022 | formula | 4 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https:... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | page | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[278.5,112.26,56.2,23.54],"bbox_pdf":[278.5,656.21,334.7,679.74],"fragments":[{"bbox_pdf":[278.5,656.21,334.7,679.74],"words":[2284,2285,2286,2287]}],"html":null,"kind":"paragraph","latex":"\\frac{h_{K}|\\partial K|}{|K|}\\lesssim 1.","level":null,"list_depth":null,"match":{"src_placed":1.0,"verified":... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,188.0,311.39,26.61],"bbox_pdf":[72.0,577.38,383.39,604.0],"fragments":[{"bbox_pdf":[72.0,577.38,383.39,604.0],"words":[2316,2317,2318,2319,2320,2321,2322,2323,2324,2325,2326,2327,2328,2329,2330,2331,2332,2333]}],"html":null,"kind":"paragraph","latex":"\\mathrm{Kn}_{h,p}^{\\epsilon}:=\\max_{K\\in\... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[237.77,241.48,136.45,14.97],"bbox_pdf":[237.77,535.55,374.23,550.52],"fragments":[{"bbox_pdf":[237.77,535.55,374.23,550.52],"words":[2354,2355,2356,2357,2358,2359,2360,2361,2362,2363]}],"html":null,"kind":"paragraph","latex":"\\left\\{\\!\\left({\\boldsymbol{\\omega}_{m},w_{m}}\\right)\\right\\}_{m=1}... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,280.23,366.23,21.42],"bbox_pdf":[72.0,490.35,438.23,511.77],"fragments":[{"bbox_pdf":[72.0,490.35,438.23,511.77],"words":[2370,2371,2372,2373,2374,2375,2376,2377,2378,2379,2380,2381,2382,2383,2384,2385,2386,2387,2388,2389]}],"html":null,"kind":"paragraph","latex":"\\sum_{m}w_{m}=1,\\qquad\\sum_{m... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,323.33,294.51,11.46],"bbox_pdf":[72.0,457.21,366.51,468.67],"fragments":[{"bbox_pdf":[72.0,457.21,366.51,468.67],"words":[2407,2408,2409,2410,2411,2412,2413]}],"html":null,"kind":"paragraph","latex":"\\boldsymbol{\\omega}_{\\overline{m}}=-\\boldsymbol{\\omega}_{m},\\qquad w_{%\n\\overline{m}}=w_{... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[246.18,350.29,118.45,34.55],"bbox_pdf":[246.18,407.16,364.63,441.71],"fragments":[{"bbox_pdf":[246.18,407.16,364.63,441.71],"words":[2428,2429,2430,2431,2432,2434,2435,2436,2437,2438,2439,2440,2441,2442,2443,2444,2446,2447,2448]}],"html":null,"kind":"paragraph","latex":"u_{m}^{\\rm up}:=\\begin{cases}... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,432.6,344.09,60.79],"bbox_pdf":[72.0,298.61,416.09,359.4],"fragments":[{"bbox_pdf":[72.0,298.61,416.09,359.4],"words":[2485,2500,2501,2502,2503,2504,2506,2507,2508,2509,2510,2511,2512,2513,2514,2515,2516,2518,2519,2520,2521,2522,2524,2525,2526,2528]}],"html":null,"kind":"paragraph","latex":"\\beg... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,507.05,293.66,32.39],"bbox_pdf":[72.0,252.56,365.66,284.95],"fragments":[{"bbox_pdf":[72.0,252.56,365.66,284.95],"words":[2535,2536,2537,2538,2539,2540,2541,2543,2544,2546]}],"html":null,"kind":"paragraph","latex":"j_{h}(u,v):=\\sum_{e\\in\\mathcal{E}_{h}}\\beta_{e}\\left\\langle\\left\\llbracket... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,563.32,285.09,21.42],"bbox_pdf":[72.0,207.26,357.09,228.68],"fragments":[{"bbox_pdf":[72.0,207.26,357.09,228.68],"words":[2548,2549,2550,2551,2552,2553,2554,2556,2558,2559]}],"html":null,"kind":"paragraph","latex":"\\beta_{e}:=\\frac{1}{2}\\sum_{m}w_{m}\\left|\\boldsymbol{\\omega}_{m}\\cdot%\n\\b... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,641.68,355.92,65.37],"bbox_pdf":[72.0,84.95,427.91,150.32],"fragments":[{"bbox_pdf":[72.0,84.95,427.91,150.32],"words":[2591,2592,2593,2594,2595,2596,2597,2598,2599,2600,2601,2602,2604,2605,2607,2608,2610,2611,2612,2613,2614,2615,2616,2617,2618,2619,2620,2621,2622,2623,2624,2625,2626,2627,2628,26... | CC-BY-4.0 | assets/79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b.pdf | 79365a4b7c708222e66475093a274721d1382ae744d70020220d51283712655b | arxiv:2608.28022 | formula | 5 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https:... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | page | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[263.39,92.51,85.23,25.66],"bbox_pdf":[263.39,673.83,348.61,699.49],"fragments":[{"bbox_pdf":[263.39,673.83,348.61,699.49],"words":[4552,4553,4554,4555,4556,4557,4558,4559,4560,4561,4562]}],"html":null,"kind":"paragraph","latex":"\\min_{K\\in\\mathcal{T}_{h}}\\frac{\\sigma_{t}^{\\epsilon}h_{K}}{p^{2}}\... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,160.25,274.59,28.13],"bbox_pdf":[72.0,603.61,346.59,631.75],"fragments":[{"bbox_pdf":[72.0,603.61,346.59,631.75],"words":[4598,4599,4600,4601,4602,4603,4604,4605,4606,4607,4608]}],"html":null,"kind":"paragraph","latex":"\\frac{\\left\\|\\mathsf{E}_{h}^{\\epsilon}\\right\\|_{\\rm ex}}{\\left\\|\\m... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[222.15,201.56,167.7,41.78],"bbox_pdf":[222.15,548.67,389.85,590.44],"fragments":[{"bbox_pdf":[222.15,548.67,389.85,590.44],"words":[4614,4615,4616,4618,4619,4620,4621,4622,4623,4624,4625,4626,4627,4628,4629,4630,4631,4632,4633,4634,4635,4637,4638,4639,4640,4641,4642,4643,4644,4645,4646,4647,4648,4649,... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[187.06,269.19,232.95,20.9],"bbox_pdf":[187.06,501.91,420.01,522.81],"fragments":[{"bbox_pdf":[187.06,501.91,420.01,522.81],"words":[4684,4685,4686,4687,4688,4689,4690,4691,4692,4693,4694,4695,4696,4697,4698,4699,4700,4701,4702,4703,4704,4705]}],"html":null,"kind":"paragraph","latex":"\\left(1-C\\mathr... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[256.79,323.11,98.41,13.55],"bbox_pdf":[256.79,455.34,355.2,468.89],"fragments":[{"bbox_pdf":[256.79,455.34,355.2,468.89],"words":[4734,4735,4736,4737,4738,4739,4740,4741,4742]}],"html":null,"kind":"paragraph","latex":"\\mathsf{H}_{h}^{\\epsilon}\\longrightarrow I\\qquad\\text{as }\\epsilon\\to 0.","le... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[247.78,353.74,116.43,13.55],"bbox_pdf":[247.78,424.71,364.22,438.26],"fragments":[{"bbox_pdf":[247.78,424.71,364.22,438.26],"words":[4744,4745,4746,4747,4748,4749,4750,4751]}],"html":null,"kind":"paragraph","latex":"\\rho\\!\\left({\\mathsf{G}_{h}^{\\epsilon}}\\right)=c_{\\epsilon}\\lambda_{\\max}\\!%... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[197.85,502.94,210.22,23.54],"bbox_pdf":[197.85,265.52,408.07,289.06],"fragments":[{"bbox_pdf":[197.85,265.52,408.07,289.06],"words":[4844,4845,4846,4848,4849,4850,4851,4853,4855,4857,4858,4860,4861,4863]}],"html":null,"kind":"paragraph","latex":"\\!\\left({\\boldsymbol{\\omega}_{m}\\cdot\\boldsymbol{n... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[72.0,539.26,366.37,60.93],"bbox_pdf":[72.0,191.81,438.37,252.74],"fragments":[{"bbox_pdf":[72.0,191.81,438.37,252.74],"words":[4877,4878,4879,4880,4881,4882,4884,4885,4887,4889,4892,4893,4894,4895,4896,4897,4898,4899,4900,4901,4902,4903,4904,4905,4906,4907,4909,4910,4912,4913,4914,4915,4917,4918]}],"h... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[195.17,613.98,216.73,22.42],"bbox_pdf":[195.17,155.61,411.9,178.02],"fragments":[{"bbox_pdf":[195.17,155.61,411.9,178.02],"words":[4927,4928,4929,4930,4931,4933,4934,4935,4936,4938,4940,4943,4945,4946]}],"html":null,"kind":"paragraph","latex":"-\\sum_{K}\\!\\left({v,\\boldsymbol{\\omega}_{m}\\cdot\\na... | CC-BY-4.0 | assets/47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e.pdf | 47a32f26d00948d1ded0fc5203128777bc54491787d599abee250f96a5dde13e | arxiv:2608.28022 | formula | 10 | {"arxiv_id":"2608.28022","authors":"Ansar Calloo, Matthew Evans, Francois Madiot, Tristan Pryer","title":"Transport-Matched Penalties for Diffusion Synthetic Acceleration of Polytopic Discontinuous Galerkin Discretisations","url":"https://arxiv.org/abs/2608.28022v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1},"blocks":[{"bbox":[108.0,72.0,396.0,... | CC-BY-4.0 | assets/0ecc523cae4464e07422e44bb9308984bf88776abe44209f4fcff23efa6cc233.pdf | 0ecc523cae4464e07422e44bb9308984bf88776abe44209f4fcff23efa6cc233 | arxiv:2608.28027 | page | 2 | {"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1},"blocks":[{"bbox":[108.0,71.99,396.0... | CC-BY-4.0 | assets/4d9cc192a6c5d4a5b1637ec4cda7580c03429b0768b5badde4ca119d7994fa82.pdf | 4d9cc192a6c5d4a5b1637ec4cda7580c03429b0768b5badde4ca119d7994fa82 | arxiv:2608.28027 | page | 3 | {"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1},"blocks":[{"bbox":[116.87,76.65,378.... | CC-BY-4.0 | assets/8258bf239688bb1f0181ebfc2b0cffd1bb2e2ebc7685b8dd9e964dc5b70f184c.pdf | 8258bf239688bb1f0181ebfc2b0cffd1bb2e2ebc7685b8dd9e964dc5b70f184c | arxiv:2608.28027 | page | 4 | {"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1},"blocks":[{"bbox":[108.0,76.65,396.0... | CC-BY-4.0 | assets/b894b1016e44e4ec9de41b655fee6b0d8c71186864df4b8acd78a2bbd7635ef7.pdf | b894b1016e44e4ec9de41b655fee6b0d8c71186864df4b8acd78a2bbd7635ef7 | arxiv:2608.28027 | page | 5 | {"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1},"blocks":[{"bbox":[108.0,72.0,396.0,... | CC-BY-4.0 | assets/56f2dd1642afcac5ad57fa0dd1b22722a56317534dc7eb2dd2ed7f3330d79f79.pdf | 56f2dd1642afcac5ad57fa0dd1b22722a56317534dc7eb2dd2ed7f3330d79f79 | arxiv:2608.28027 | page | 6 | {"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1},"blocks":[{"bbox":[108.0,70.01,55.54... | CC-BY-4.0 | assets/cac1c772ae7a0330d82157c75c59f10bb11f95354075a815d9c9abdcc413f284.pdf | cac1c772ae7a0330d82157c75c59f10bb11f95354075a815d9c9abdcc413f284 | arxiv:2608.28027 | page | 7 | {"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1},"blocks":[{"bbox":[108.0,72.0,396.0,... | CC-BY-4.0 | assets/46b8d3fabe2284f75ac651936d40c0425024a5caf1587d0e1e922b4d8acdc69f.pdf | 46b8d3fabe2284f75ac651936d40c0425024a5caf1587d0e1e922b4d8acdc69f | arxiv:2608.28027 | page | 9 | {"arxiv_id":"2608.28027","authors":"Jookyung Song, Nojun Kwak, Simyung Chang","title":"String: An Agentic OS Where Every App Is a Markdown File","url":"https://arxiv.org/abs/2608.28027v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28038","authors":"Yusuke Nakamura, Kohsuke Shibata","title":"A non-klt counterexample to Shokurov's index conjecture","url":"https://arxiv.org/abs/2608.28038v1","version":1},"blocks":[{"bbox":[198.17,63.12,198.93,7.97],... | CC-BY-4.0 | assets/34f19a69dc5c088fccb0cf26a10366f4422c3db1e00134833bdf94b387576326.pdf | 34f19a69dc5c088fccb0cf26a10366f4422c3db1e00134833bdf94b387576326 | arxiv:2608.28038 | page | 2 | {"arxiv_id":"2608.28038","authors":"Yusuke Nakamura, Kohsuke Shibata","title":"A non-klt counterexample to Shokurov's index conjecture","url":"https://arxiv.org/abs/2608.28038v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[215.6,582.48,164.08,14.31],"bbox_pdf":[215.6,245.11,379.68,259.41],"fragments":[{"bbox_pdf":[215.6,245.11,379.68,259.41],"words":[946,947,948,949,950,951,952,953,954]}],"html":null,"kind":"paragraph","latex":"a_{E}(X):=1+\\operatorname{ord}_{E}(K_{X^{\\prime}}-f^{*}K_{X}).","level":null,"list_depth":n... | CC-BY-4.0 | assets/34f19a69dc5c088fccb0cf26a10366f4422c3db1e00134833bdf94b387576326.pdf | 34f19a69dc5c088fccb0cf26a10366f4422c3db1e00134833bdf94b387576326 | arxiv:2608.28038 | formula | 2 | {"arxiv_id":"2608.28038","authors":"Yusuke Nakamura, Kohsuke Shibata","title":"A non-klt counterexample to Shokurov's index conjecture","url":"https://arxiv.org/abs/2608.28038v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[230.05,619.28,135.18,20.04],"bbox_pdf":[230.05,202.57,365.22,222.61],"fragments":[{"bbox_pdf":[230.05,202.57,365.22,222.61],"words":[966,967,968,969,970]}],"html":null,"kind":"paragraph","latex":"\\operatorname{mld}_{p}(X):=\\inf_{c_{X}(E)=\\{p\\}}a_{E}(X)","level":null,"list_depth":null,"match":{"src... | CC-BY-4.0 | assets/34f19a69dc5c088fccb0cf26a10366f4422c3db1e00134833bdf94b387576326.pdf | 34f19a69dc5c088fccb0cf26a10366f4422c3db1e00134833bdf94b387576326 | arxiv:2608.28038 | formula | 2 | {"arxiv_id":"2608.28038","authors":"Yusuke Nakamura, Kohsuke Shibata","title":"A non-klt counterexample to Shokurov's index conjecture","url":"https://arxiv.org/abs/2608.28038v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1},"blocks":[{"bbox... | CC-BY-4.0 | assets/5a710a2346e9518df1eb252975b11e742fa697bc126733dc4a20d43496bddae2.pdf | 5a710a2346e9518df1eb252975b11e742fa697bc126733dc4a20d43496bddae2 | arxiv:2608.28041 | page | 7 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[123.74,75.71,438.35,24.29],"bbox_pdf":[123.74,692.0,562.09,716.29],"fragments":[{"bbox_pdf":[123.74,692.0,562.09,716.29],"words":[3368,3369,3370,3371,3372,3373,3374,3375,3376,3377,3378,3379,3380,3381,3382,3383,3384,3385,3386,3387,3388,3389,3390,3391,3392,3393,3394]}],"html":null,"kind":"paragraph","la... | CC-BY-4.0 | assets/5a710a2346e9518df1eb252975b11e742fa697bc126733dc4a20d43496bddae2.pdf | 5a710a2346e9518df1eb252975b11e742fa697bc126733dc4a20d43496bddae2 | arxiv:2608.28041 | formula | 7 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[228.54,148.72,333.55,21.24],"bbox_pdf":[228.54,622.04,562.09,643.28],"fragments":[{"bbox_pdf":[228.54,622.04,562.09,643.28],"words":[3450,3451,3452,3453,3454,3455,3456,3457,3458,3459]}],"html":null,"kind":"paragraph","latex":"\\displaystyle\\lambda_{\\theta}(\\alpha)=-\\chi_{r}R(\\alpha)=-\\chi_{r}\\s... | CC-BY-4.0 | assets/5a710a2346e9518df1eb252975b11e742fa697bc126733dc4a20d43496bddae2.pdf | 5a710a2346e9518df1eb252975b11e742fa697bc126733dc4a20d43496bddae2 | arxiv:2608.28041 | formula | 7 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[173.98,303.99,388.12,11.46],"bbox_pdf":[173.98,476.55,562.1,488.01],"fragments":[{"bbox_pdf":[173.98,476.55,562.1,488.01],"words":[3675,3676,3677,3678,3679,3680,3681,3682,3683,3684,3685]}],"html":null,"kind":"paragraph","latex":"\\displaystyle\\lambda_{1}(\\alpha_{e},\\alpha_{c})=-\\chi_{r}R_{1}(\\alp... | CC-BY-4.0 | assets/5a710a2346e9518df1eb252975b11e742fa697bc126733dc4a20d43496bddae2.pdf | 5a710a2346e9518df1eb252975b11e742fa697bc126733dc4a20d43496bddae2 | arxiv:2608.28041 | formula | 7 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1},"blocks":[{"bbox... | CC-BY-4.0 | assets/e81c6480d17c419ac9978caf61f43bb73a47167e279801a9f319a1aeed2c652d.pdf | e81c6480d17c419ac9978caf61f43bb73a47167e279801a9f319a1aeed2c652d | arxiv:2608.28041 | page | 8 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1},"blocks":[{"bbox... | CC-BY-4.0 | assets/cd0b7aa864dfbb84508bfec528101de5c045d666ad77c6f382dd02126df5768d.pdf | cd0b7aa864dfbb84508bfec528101de5c045d666ad77c6f382dd02126df5768d | arxiv:2608.28041 | page | 10 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[214.85,503.97,347.24,31.41],"bbox_pdf":[214.85,256.62,562.1,288.03],"fragments":[{"bbox_pdf":[214.85,256.62,562.1,288.03],"words":[5711,5712,5714,5715,5716,5717,5718,5719,5720,5721,5722,5723,5724,5725,5726,5727,5728,5729]}],"html":null,"kind":"paragraph","latex":"\\displaystyle\\mathbf{J}_{i}^{\\rm to... | CC-BY-4.0 | assets/cd0b7aa864dfbb84508bfec528101de5c045d666ad77c6f382dd02126df5768d.pdf | cd0b7aa864dfbb84508bfec528101de5c045d666ad77c6f382dd02126df5768d | arxiv:2608.28041 | formula | 10 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[202.17,604.2,359.92,31.41],"bbox_pdf":[202.17,156.39,562.1,187.8],"fragments":[{"bbox_pdf":[202.17,156.39,562.1,187.8],"words":[5823,5824,5825,5826,5827,5828,5829,5830,5832,5833,5834,5835,5836,5837,5838,5839,5840,5841,5842,5843,5844]}],"html":null,"kind":"paragraph","latex":"\\displaystyle\\Psi\\equiv... | CC-BY-4.0 | assets/cd0b7aa864dfbb84508bfec528101de5c045d666ad77c6f382dd02126df5768d.pdf | cd0b7aa864dfbb84508bfec528101de5c045d666ad77c6f382dd02126df5768d | arxiv:2608.28041 | formula | 10 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1},"blocks":[{"bbox... | CC-BY-4.0 | assets/9d3aec5a6d3e8f0c88cb1787b0d57081efa1a99f203cf585c6a2e97b3a62537d.pdf | 9d3aec5a6d3e8f0c88cb1787b0d57081efa1a99f203cf585c6a2e97b3a62537d | arxiv:2608.28041 | page | 11 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[154.85,557.3,407.25,30.57],"bbox_pdf":[154.85,204.13,562.09,234.7],"fragments":[{"bbox_pdf":[154.85,204.13,562.09,234.7],"words":[6276,6280,6277,6278,6279,6281,6282,6283,6284,6285,6286,6287,6292,6288,6289,6290,6291,6293,6294,6295,6296,6298,6299,6300]}],"html":null,"kind":"paragraph","latex":"\\begin{a... | CC-BY-4.0 | assets/9d3aec5a6d3e8f0c88cb1787b0d57081efa1a99f203cf585c6a2e97b3a62537d.pdf | 9d3aec5a6d3e8f0c88cb1787b0d57081efa1a99f203cf585c6a2e97b3a62537d | arxiv:2608.28041 | formula | 11 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1},"blocks":[{"bbox... | CC-BY-4.0 | assets/bdbc70d08d0e966700070a9973ada1d866c89e1bbefe451ececda9239ce75e3d.pdf | bdbc70d08d0e966700070a9973ada1d866c89e1bbefe451ececda9239ce75e3d | arxiv:2608.28041 | page | 13 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1},"blocks":[{"bbox... | CC-BY-4.0 | assets/7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850.pdf | 7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850 | arxiv:2608.28041 | page | 17 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[164.01,403.93,288.06,19.53],"bbox_pdf":[164.01,368.54,452.08,388.07],"fragments":[{"bbox_pdf":[164.01,368.54,452.08,388.07],"words":[9611,9612,9613,9614,9615,9616,9617,9618,9619,9620,9622,9623,9624,9625,9626,9627,9628,9629,9630,9632,9633,9634,9635,9636]}],"html":null,"kind":"paragraph","latex":"\\disp... | CC-BY-4.0 | assets/7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850.pdf | 7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850 | arxiv:2608.28041 | formula | 17 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[122.89,445.74,439.21,24.87],"bbox_pdf":[122.89,321.39,562.09,346.26],"fragments":[{"bbox_pdf":[122.89,321.39,562.09,346.26],"words":[9658,9659,9660,9661,9662,9663,9664,9665,9666,9667,9669,9668,9670,9671,9672,9673,9674,9675,9676,9677,9678,9679,9680,9681,9683,9682,9684,9685,9686,9687,9688,9689,9690,9691... | CC-BY-4.0 | assets/7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850.pdf | 7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850 | arxiv:2608.28041 | formula | 17 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[187.8,501.88,374.3,23.54],"bbox_pdf":[187.8,266.59,562.09,290.12],"fragments":[{"bbox_pdf":[187.8,266.59,562.09,290.12],"words":[9741,9743,9744,9745,9746,9747,9748,9749,9750,9751,9752,9753,9754,9755,9756,9757,9758,9759,9760,9761,9762,9763]}],"html":null,"kind":"paragraph","latex":"\\displaystyle\\dot{... | CC-BY-4.0 | assets/7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850.pdf | 7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850 | arxiv:2608.28041 | formula | 17 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[150.94,555.57,411.16,23.54],"bbox_pdf":[150.94,212.89,562.09,236.43],"fragments":[{"bbox_pdf":[150.94,212.89,562.09,236.43],"words":[9783,9785,9786,9787,9788,9789,9790,9791,9792,9793,9794,9795,9796,9797,9798,9799,9800,9801,9802,9803,9804,9805,9806]}],"html":null,"kind":"paragraph","latex":"\\displayst... | CC-BY-4.0 | assets/7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850.pdf | 7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850 | arxiv:2608.28041 | formula | 17 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[243.61,680.72,128.87,13.98],"bbox_pdf":[243.61,97.31,372.48,111.28],"fragments":[{"bbox_pdf":[243.61,97.31,372.48,111.28],"words":[9976,9980,9977,9978,9979]}],"html":null,"kind":"paragraph","latex":"\\displaystyle\\dot{X}_{\\rm com}=v_{s}\\cos(\\Sigma/2)\\cos(\\Delta/2),","level":null,"list_depth":nul... | CC-BY-4.0 | assets/7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850.pdf | 7e7a059a96eb8f3e54500d2316e9ed5dd3a02a5e55030e69c975c30aa85d7850 | arxiv:2608.28041 | formula | 17 | {"arxiv_id":"2608.28041","authors":"Arvin Gopal Subramaniam, Rajesh Singh","title":"Mechanics and statistics of a solvable model of an autophoretic colloidal chain","url":"https://arxiv.org/abs/2608.28041v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/9433f883fc9fcb9cea07fd4b2cb92ab61cf4e1fd062c0c6ac5ef20eaf91b85fb.pdf | 9433f883fc9fcb9cea07fd4b2cb92ab61cf4e1fd062c0c6ac5ef20eaf91b85fb | arxiv:2608.28048 | page | 2 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/96c2890043c4821dc86dddaefe6118cbae5296367b26773f450c23da5ddfa722.pdf | 96c2890043c4821dc86dddaefe6118cbae5296367b26773f450c23da5ddfa722 | arxiv:2608.28048 | page | 3 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/fd3192a2830dbed9a77c95ec7422e80e38d7b9c8307417c53bfe530503d4b599.pdf | fd3192a2830dbed9a77c95ec7422e80e38d7b9c8307417c53bfe530503d4b599 | arxiv:2608.28048 | page | 7 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/60f345c3976b9cb3d8d85e17e01fe10c218cb603514fc0ec9a9987b6c531da1c.pdf | 60f345c3976b9cb3d8d85e17e01fe10c218cb603514fc0ec9a9987b6c531da1c | arxiv:2608.28048 | page | 9 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/9b9397abb7f3ec58a6c3dbf3b416e7b367de58a1f1bebb1cb09f5f0f3dac2882.pdf | 9b9397abb7f3ec58a6c3dbf3b416e7b367de58a1f1bebb1cb09f5f0f3dac2882 | arxiv:2608.28048 | page | 10 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/949293b1173788bf849acb359444011ade22a52ae15fef1c5778e2a818f8d4df.pdf | 949293b1173788bf849acb359444011ade22a52ae15fef1c5778e2a818f8d4df | arxiv:2608.28048 | page | 12 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/dd3f9c80902d46698fcabffcda1fe8be75fe18bea243b020e559ffa5031fd2c9.pdf | dd3f9c80902d46698fcabffcda1fe8be75fe18bea243b020e559ffa5031fd2c9 | arxiv:2608.28048 | page | 14 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/c0cd04524e785addf3249107e4a151cfbf88ae60aacb6c06504174328daac6cd.pdf | c0cd04524e785addf3249107e4a151cfbf88ae60aacb6c06504174328daac6cd | arxiv:2608.28048 | page | 16 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/edefb46f0c6a90289effa5251fe5504048d1410ca473503804fa7d4e3c681134.pdf | edefb46f0c6a90289effa5251fe5504048d1410ca473503804fa7d4e3c681134 | arxiv:2608.28048 | page | 17 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/644c473d6cd5d5a18a69f91630c1187a951205cb99f88180d3d01a9fcac079ba.pdf | 644c473d6cd5d5a18a69f91630c1187a951205cb99f88180d3d01a9fcac079ba | arxiv:2608.28048 | page | 18 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/05bec5d53c83c06b2afefd9924179a67df4370bbc11b2c9728f428f1c822e6cb.pdf | 05bec5d53c83c06b2afefd9924179a67df4370bbc11b2c9728f428f1c822e6cb | arxiv:2608.28048 | page | 19 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/40b7f77ae5f63843af0ff102ec1285b11ea0406f8a20f42c5bef5916d78e1480.pdf | 40b7f77ae5f63843af0ff102ec1285b11ea0406f8a20f42c5bef5916d78e1480 | arxiv:2608.28048 | page | 20 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/ca0487e1eab5a36393e5b44043b4d3929d9f53ad3d8e37aee1956754c195c36f.pdf | ca0487e1eab5a36393e5b44043b4d3929d9f53ad3d8e37aee1956754c195c36f | arxiv:2608.28048 | page | 22 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/5459b4620bf861dac8d11c41c220b4fd79ab5331d825a10d5741c354d93cc48f.pdf | 5459b4620bf861dac8d11c41c220b4fd79ab5331d825a10d5741c354d93cc48f | arxiv:2608.28048 | page | 23 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/cc029410f02da49438785e8a59b3fd28f84ed6790d2cd2399ad40df24371c6bc.pdf | cc029410f02da49438785e8a59b3fd28f84ed6790d2cd2399ad40df24371c6bc | arxiv:2608.28048 | page | 24 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/7bbe6b57054068da53a4dde10fcb534b807a7391fe892639a38007ac80bfede4.pdf | 7bbe6b57054068da53a4dde10fcb534b807a7391fe892639a38007ac80bfede4 | arxiv:2608.28048 | page | 25 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/2461a77259d59d6a65c096043da8e00a98175d3aaf83142fcd5336816fd41dd1.pdf | 2461a77259d59d6a65c096043da8e00a98175d3aaf83142fcd5336816fd41dd1 | arxiv:2608.28048 | page | 26 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/d550c6bcf570b6b8c5b251fad2e2d780440056b805f453a7d89273df4f3e2e2e.pdf | d550c6bcf570b6b8c5b251fad2e2d780440056b805f453a7d89273df4f3e2e2e | arxiv:2608.28048 | page | 27 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/f05fe2969697922a1c69c4b26f42850376d96043c4a3109be7124feb3127dfee.pdf | f05fe2969697922a1c69c4b26f42850376d96043c4a3109be7124feb3127dfee | arxiv:2608.28048 | page | 29 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/f7bf5d957b5b560ceaf8180da2f1f01159b3d0e288176755ecfb7a302352296a.pdf | f7bf5d957b5b560ceaf8180da2f1f01159b3d0e288176755ecfb7a302352296a | arxiv:2608.28048 | page | 31 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/5da02b269bea7b3df9fdfc6d87c1dfe1a01ce644f298ff051d28c44030681c2b.pdf | 5da02b269bea7b3df9fdfc6d87c1dfe1a01ce644f298ff051d28c44030681c2b | arxiv:2608.28048 | page | 32 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1},"blocks":[{"bbox":[... | CC-BY-4.0 | assets/c3beac52af0737c693c7544e2975deaa8ee59810406b89faa75ab94773b039d9.pdf | c3beac52af0737c693c7544e2975deaa8ee59810406b89faa75ab94773b039d9 | arxiv:2608.28048 | page | 33 | {"arxiv_id":"2608.28048","authors":"Siddharth Patel, Rohit Singh","title":"AI Hardware Accelerators for Large Language Models: Architectures and the Memory Wall","url":"https://arxiv.org/abs/2608.28048v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28072","authors":"Rub\\'en Vigara","title":"On the Egyptian knotted rope","url":"https://arxiv.org/abs/2608.28072v1","version":1},"blocks":[{"bbox":[230.8,36.0,133.68,185.55],"bbox_pdf":[230.8,620.34,364.48,805.89],"flo... | CC-BY-4.0 | assets/271fe24624caaf8e637da5003d162e8937759011799eef8a581e5c317fdd44db.pdf | 271fe24624caaf8e637da5003d162e8937759011799eef8a581e5c317fdd44db | arxiv:2608.28072 | page | 3 | {"arxiv_id":"2608.28072","authors":"Rub\\'en Vigara","title":"On the Egyptian knotted rope","url":"https://arxiv.org/abs/2608.28072v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28072","authors":"Rub\\'en Vigara","title":"On the Egyptian knotted rope","url":"https://arxiv.org/abs/2608.28072v1","version":1},"blocks":[{"bbox":[265.93,94.4,63.41,8.74],"bbox_pdf":[265.93,738.75,329.34,747.49],"frag... | CC-BY-4.0 | assets/ce4fe02048b8f154f98671fa28af561fd166dfb3ec448934f79b9b79b435530f.pdf | ce4fe02048b8f154f98671fa28af561fd166dfb3ec448934f79b9b79b435530f | arxiv:2608.28072 | page | 4 | {"arxiv_id":"2608.28072","authors":"Rub\\'en Vigara","title":"On the Egyptian knotted rope","url":"https://arxiv.org/abs/2608.28072v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28085","authors":"Tianya Li, Xiaoran Zhang, Nan Hu, Yongpeng Wu, Wenjun Zhang, Xiang-Gen Xia, and Chengshan Xiao","title":"ODMA-based MIMO Massive Unsourced Random Access with Soft-Output Polar Codes","url":"https://arx... | CC-BY-4.0 | assets/b0aa66ab7630ffbb1d29829279fca8ff18362f6abf99f7ac5ee8b12ced290b50.pdf | b0aa66ab7630ffbb1d29829279fca8ff18362f6abf99f7ac5ee8b12ced290b50 | arxiv:2608.28085 | page | 3 | {"arxiv_id":"2608.28085","authors":"Tianya Li, Xiaoran Zhang, Nan Hu, Yongpeng Wu, Wenjun Zhang, Xiang-Gen Xia, and Chengshan Xiao","title":"ODMA-based MIMO Massive Unsourced Random Access with Soft-Output Polar Codes","url":"https://arxiv.org/abs/2608.28085v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[358.45,663.02,204.59,26.4],"bbox_pdf":[358.45,102.58,563.04,128.98],"fragments":[{"bbox_pdf":[358.45,102.58,563.04,128.98],"words":[2696,2697,2698,2699,2700,2701,2702,2703,2704,2705,2706,2707,2708,2709,2710]}],"html":null,"kind":"paragraph","latex":"\\mathbf{Y}=\\sum\\nolimits_{k\\in\\mathcal{K}_{a}}\... | CC-BY-4.0 | assets/b0aa66ab7630ffbb1d29829279fca8ff18362f6abf99f7ac5ee8b12ced290b50.pdf | b0aa66ab7630ffbb1d29829279fca8ff18362f6abf99f7ac5ee8b12ced290b50 | arxiv:2608.28085 | formula | 3 | {"arxiv_id":"2608.28085","authors":"Tianya Li, Xiaoran Zhang, Nan Hu, Yongpeng Wu, Wenjun Zhang, Xiang-Gen Xia, and Chengshan Xiao","title":"ODMA-based MIMO Massive Unsourced Random Access with Soft-Output Polar Codes","url":"https://arxiv.org/abs/2608.28085v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1},"blocks":[{"bbox":[56.33,57.87,482.86,51.34],"bbox_pdf":[56... | CC-BY-4.0 | assets/d5e6e147547cfc4a6d613cf13f2d5746b53c94c35377042517eb26620e74ca82.pdf | d5e6e147547cfc4a6d613cf13f2d5746b53c94c35377042517eb26620e74ca82 | arxiv:2608.28088 | page | 2 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[223.09,366.57,149.1,19.3],"bbox_pdf":[223.09,456.02,372.19,475.32],"fragments":[{"bbox_pdf":[223.09,456.02,372.19,475.32],"words":[894,895,896,897,898,899,900,901,902,903,904,905]}],"html":null,"kind":"paragraph","latex":"(\\beta L\\sqrt{s}-1)^{2}<1+sL(1-sL),","level":null,"list_depth":null,"match":{"... | CC-BY-4.0 | assets/d5e6e147547cfc4a6d613cf13f2d5746b53c94c35377042517eb26620e74ca82.pdf | d5e6e147547cfc4a6d613cf13f2d5746b53c94c35377042517eb26620e74ca82 | arxiv:2608.28088 | formula | 2 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[214.25,431.66,324.71,20.77],"bbox_pdf":[214.25,389.46,538.95,410.23],"fragments":[{"bbox_pdf":[214.25,389.46,538.95,410.23],"words":[935,936,937,938,939,940,941,942,943,944,945,946,947,948,949]}],"html":null,"kind":"paragraph","latex":"0<\\beta L\\sqrt{s}<1+\\sqrt{1+sL(1-sL)}.","level":null,"list_dept... | CC-BY-4.0 | assets/d5e6e147547cfc4a6d613cf13f2d5746b53c94c35377042517eb26620e74ca82.pdf | d5e6e147547cfc4a6d613cf13f2d5746b53c94c35377042517eb26620e74ca82 | arxiv:2608.28088 | formula | 2 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1},"blocks":[{"bbox":[57.6,57.87,480.28,51.34],"bbox_pdf":[57.... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | page | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[206.04,173.24,183.2,21.86],"bbox_pdf":[206.04,646.79,389.24,668.65],"fragments":[{"bbox_pdf":[206.04,646.79,389.24,668.65],"words":[1370,1371,1372,1373,1374,1375,1377,1378,1379,1380,1381,1382,1383,1384,1385]}],"html":null,"kind":"paragraph","latex":"X^{\\star}:=\\operatorname*{arg\\,min}_{\\mathcal{H}... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[89.44,210.78,449.51,73.69],"bbox_pdf":[89.44,557.42,538.95,631.11],"fragments":[{"bbox_pdf":[89.44,557.42,538.95,631.11],"words":[1408,1409,1410,1411,1412,1413,1414,1415,1416,1417,1418,1419,1420,1421,1422,1423,1424,1425,1426,1427,1428,1429,1430,1431,1432,1433,1434,1435,1436,1437,1438,1439,1440,1441,14... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[164.84,302.51,374.11,20.94],"bbox_pdf":[164.84,518.45,538.95,539.38],"fragments":[{"bbox_pdf":[164.84,518.45,538.95,539.38],"words":[1467,1468,1469,1470,1471,1472,1473,1474,1475,1476,1477,1478,1479,1480,1481,1482,1483,1484,1485]}],"html":null,"kind":"paragraph","latex":"q:=sL\\in(0,1],\\qquad\\delta:=... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[268.29,343.8,270.65,25.77],"bbox_pdf":[268.29,472.32,538.95,498.09],"fragments":[{"bbox_pdf":[268.29,472.32,538.95,498.09],"words":[1487,1488,1489,1490,1491,1492,1493,1494,1495,1496]}],"html":null,"kind":"paragraph","latex":"\\tau_{k}:=\\frac{k-1}{\\alpha-1},","level":null,"list_depth":null,"match":{"... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[178.58,384.73,360.37,21.52],"bbox_pdf":[178.58,435.64,538.95,457.16],"fragments":[{"bbox_pdf":[178.58,435.64,538.95,457.16],"words":[1507,1508,1509,1510,1511,1512,1513,1514,1515,1516,1517,1518,1519,1520,1521,1522,1523,1524,1526]}],"html":null,"kind":"paragraph","latex":"v_{k}:=x_{k-1}-x^{\\star}+\\tau... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[218.07,428.4,320.87,27.23],"bbox_pdf":[218.07,386.26,538.94,413.49],"fragments":[{"bbox_pdf":[218.07,386.26,538.94,413.49],"words":[1533,1534,1535,1536,1537,1538,1539,1540,1541,1542,1543,1544,1545,1546,1547,1549,1550,1551]}],"html":null,"kind":"paragraph","latex":"\\mathcal{E}_{k}:=\\tau_{k}^{2}\\bigl... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[214.25,546.46,324.71,20.77],"bbox_pdf":[214.25,274.66,538.95,295.43],"fragments":[{"bbox_pdf":[214.25,274.66,538.95,295.43],"words":[1647,1648,1649,1650,1651,1652,1653,1654,1655,1656,1657,1658,1659,1660,1661]}],"html":null,"kind":"paragraph","latex":"0<\\beta L\\sqrt{s}<1+\\sqrt{1+sL(1-sL)}.","level":... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[246.16,594.45,292.79,14.25],"bbox_pdf":[246.16,233.18,538.95,247.44],"fragments":[{"bbox_pdf":[246.16,233.18,538.95,247.44],"words":[1676,1677,1678,1679,1680,1681,1682,1683,1685]}],"html":null,"kind":"paragraph","latex":"f(x_{k})-f^{\\star}=O(k^{-2}).","level":null,"list_depth":null,"match":{"src_plac... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[167.9,632.31,371.04,34.96],"bbox_pdf":[167.9,174.62,538.94,209.58],"fragments":[{"bbox_pdf":[167.9,174.62,538.94,209.58],"words":[1687,1688,1689,1690,1691,1692,1693,1694,1695,1696,1697,1698,1699,1700,1701,1702,1703,1704,1705,1706,1707]}],"html":null,"kind":"paragraph","latex":"\\sum_{k=1}^{+\\infty}k^... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[191.06,687.91,347.89,14.25],"bbox_pdf":[191.06,139.73,538.95,153.98],"fragments":[{"bbox_pdf":[191.06,139.73,538.95,153.98],"words":[1709,1710,1711,1712,1713,1715,1716,1717,1718,1719,1721]}],"html":null,"kind":"paragraph","latex":"\\left\\lVert\\nabla f(x_{k})\\right\\rVert=o(k^{-1}),\\qquad\\left\\lV... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[161.37,724.45,377.58,14.63],"bbox_pdf":[161.37,102.81,538.95,117.44],"fragments":[{"bbox_pdf":[161.37,102.81,538.95,117.44],"words":[1723,1724,1725,1726,1727,1728,1729,1731,1732,1733,1734,1735,1736,1737,1739,1771,1772]}],"html":null,"kind":"paragraph","latex":"\\min_{1\\leq i\\leq k}\\left\\lVert\\nab... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[261.94,764.99,277.02,19.3],"bbox_pdf":[261.94,57.6,538.95,76.9],"fragments":[{"bbox_pdf":[261.94,57.6,538.95,76.9],"words":[1763,1764,1765,1766,1767,1768,1769,1770]}],"html":null,"kind":"paragraph","latex":"0<\\beta L\\sqrt{s}<2.","level":null,"list_depth":null,"match":{"src_placed":1.0,"verified":tru... | CC-BY-4.0 | assets/989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d.pdf | 989ddabcb474b7a2bab66d26bf038aea923ab5d6c39b17c6f6332335f89a1d1d | arxiv:2608.28088 | formula | 3 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"annotates":["heading","list_item","table","paragraph","furniture"],"attribution":{"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1},"blocks":[{"bbox":[57.6,57.65,401.07,10.91],"bbox_pdf":[57.... | CC-BY-4.0 | assets/e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328.pdf | e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328 | arxiv:2608.28088 | page | 5 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[164.88,72.05,265.51,25.77],"bbox_pdf":[164.88,744.07,430.39,769.84],"fragments":[{"bbox_pdf":[164.88,744.07,430.39,769.84],"words":[2291,2292,2293,2294,2295,2296,2297,2298,2300,2301,2302,2303,2304,2305,2306,2307,2308,2309,2310,2311,2312,2313,2314,2315,2316,2317,2318]}],"html":null,"kind":"paragraph","... | CC-BY-4.0 | assets/e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328.pdf | e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328 | arxiv:2608.28088 | formula | 5 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[208.66,174.53,330.28,25.77],"bbox_pdf":[208.66,641.58,538.95,667.36],"fragments":[{"bbox_pdf":[208.66,641.58,538.95,667.36],"words":[2385,2386,2387,2388,2389,2390,2391,2392,2393,2394,2395,2396,2397,2398,2399,2400,2401,2402,2403,2404,2405]}],"html":null,"kind":"paragraph","latex":"a-\\frac{s}{2}=\\frac... | CC-BY-4.0 | assets/e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328.pdf | e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328 | arxiv:2608.28088 | formula | 5 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[157.34,297.53,381.61,19.75],"bbox_pdf":[157.34,524.61,538.95,544.36],"fragments":[{"bbox_pdf":[157.34,524.61,538.95,544.36],"words":[2516,2517,2518,2519,2520,2521,2522,2523,2524,2525,2526,2527,2528,2529,2530,2531,2532,2533,2535,2536,2537,2538,2539,2540,2541,2542]}],"html":null,"kind":"paragraph","late... | CC-BY-4.0 | assets/e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328.pdf | e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328 | arxiv:2608.28088 | formula | 5 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
Innovation Trigger B.V., PDFluent ground-truth annotations (2026) | {"block":{"bbox":[155.33,397.62,383.61,18.39],"bbox_pdf":[155.33,425.87,538.94,444.27],"fragments":[{"bbox_pdf":[155.33,425.87,538.94,444.27],"words":[2563,2564,2565,2566,2567,2568,2569,2570,2571,2572,2573,2574,2575,2576,2577,2578,2579,2580,2581,2582,2583,2584]}],"html":null,"kind":"paragraph","latex":"\\tau_{k+1}=\\fr... | CC-BY-4.0 | assets/e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328.pdf | e4dc550655bbafdd4801335339ffa1e070e5bb6aed1bbc6765542c99b1b28328 | arxiv:2608.28088 | formula | 5 | {"arxiv_id":"2608.28088","authors":"Samir Adly","title":"A Refined Parameter Condition in the Lyapunov Analysis of IGAHD","url":"https://arxiv.org/abs/2608.28088v1","version":1} | CC-BY-4.0 | arxiv-aligned/dev |
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