Sirocco-rt/speculate_cv_emulators
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Run Number int64 0 6.56k | Disk.mdot(msol/yr) float64 0 0 | Wind.mdot(msol/yr) float64 0 0 | KWD.d(in_units_of_rstar) float64 0.55 55 | KWD.mdot_r_exponent float64 0 1 | KWD.acceleration_length(cm) float64 725M 72.5B | KWD.acceleration_exponent float64 0.5 4.5 | Boundary_layer.luminosity(ergs/s) float64 0 138,367,773,526,983,710,000,000,000B | Boundary_layer.temp(K) float64 0 247k |
|---|---|---|---|---|---|---|---|---|
0 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 0 | 0 |
1 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 0 | 0 |
2 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 0 | 0 |
3 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
4 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
5 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
6 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
7 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
8 | 0 | 0 | 0.55 | 0 | 725,182,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
9 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 0 | 0 |
10 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 0 | 0 |
11 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 0 | 0 |
12 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
13 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
14 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
15 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
16 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
17 | 0 | 0 | 0.55 | 0 | 725,182,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
18 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 0 | 0 |
19 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 0 | 0 |
20 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 0 | 0 |
21 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
22 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
23 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
24 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
25 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
26 | 0 | 0 | 0.55 | 0 | 725,182,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
27 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 0 | 0 |
28 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 0 | 0 |
29 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 0 | 0 |
30 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
31 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
32 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
33 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
34 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
35 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
36 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 0 | 0 |
37 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 0 | 0 |
38 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 0 | 0 |
39 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
40 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
41 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
42 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
43 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
44 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
45 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 0 | 0 |
46 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 0 | 0 |
47 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 0 | 0 |
48 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
49 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
50 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
51 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
52 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
53 | 0 | 0 | 0.55 | 0 | 7,251,820,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
54 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 0 | 0 |
55 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 0 | 0 |
56 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 0 | 0 |
57 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
58 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
59 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
60 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
61 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
62 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
63 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 0 | 0 |
64 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 0 | 0 |
65 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 0 | 0 |
66 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
67 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
68 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
69 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
70 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
71 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
72 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 0 | 0 |
73 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 0 | 0 |
74 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 0 | 0 |
75 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
76 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
77 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
78 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
79 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
80 | 0 | 0 | 0.55 | 0 | 72,518,200,000 | 4.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
81 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 0 | 0 |
82 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 0 | 0 |
83 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 0 | 0 |
84 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
85 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
86 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
87 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
88 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
89 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 0.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
90 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 0 | 0 |
91 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 0 | 0 |
92 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 0 | 0 |
93 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 102,594.71114 |
94 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 77,955.122684 |
95 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 4,151,033,205,809,512,000,000,000,000,000,000 | 57,693.24582 |
96 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 138,625.989575 |
97 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 105,332.973838 |
98 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 1.5 | 13,836,777,352,698,373,000,000,000,000,000,000 | 77,955.122684 |
99 | 0 | 0 | 0.55 | 0.25 | 725,182,000 | 4.5 | 0 | 0 |
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How to cite
If you use this dataset in a publication, please cite all three:
- This dataset, using the dataset DOI displayed at the top of this page.
- SPECULATE, using the citation provided in the SPECULATE GitHub repository.
- SIROCCO, citing the paper by Matthews et al. (2024).
Papers and code
SPECULATE
Wallis et al. (2026, submitted). SPECULATE: A synthetic spectral library, emulator and fitting package for accretion disc winds — Infrastructure and application to CVs.
Read the paper on arXiv · GitHub repository and citation
SIROCCO
Matthews et al. (2024). SIROCCO: a publicly available Monte Carlo ionization and radiative transfer code for astrophysical outflows.
Read the paper · GitHub repository
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