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| title: AlienX MHD · Signal Lab | |
| emoji: 🌌 | |
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| # AlienX MHD · Signal Lab | |
| This is the live grant-facing exhibit for the AlienX 3D MHD release. It is not a mock dashboard: the plots shown in the Space are real artifacts from the recorded AlienX run. | |
| ## What is demonstrated | |
| The Space lets a visitor switch between the field slice, held-out rollout, and invariant diagnostic, then scrub the rollout-step control. The evidence is tied to the six-gate protocol and the recorded hard-regime evaluation. | |
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| ## Architecture | |
| AlienX has a reusable geometric substrate and a physics-specific outer shell. | |
| - **Substrate:** SO(3)-equivariant local frame, relevance-gated complex QSA, frame-relative phase modulation, regime conditioning, residual updates, and conservation-aware objectives. | |
| - **MHD shell:** coupled velocity/magnetic state variables, Re/Rm conditioning, spectral MHD targets, divergence constraints, and MHD diagnostics. | |
| The shell changes what the operator reads and predicts; it does not replace the AlienX geometric core. | |
| ## Hard-regime protocol | |
| The recorded protocol uses a 32³ field, seeded multi-regime generation, five-epoch warmup, K=1→2→3→5→8 unroll curriculum, and held-out regimes `(3000,3000)`, `(3000,600)`, and `(600,3000)`. The gate suite covers frame equivariance, dealiasing, solver physics, reshape integrity, overfit convergence, and paired-rotation gradients. | |
| The repository contains the exact run metadata, gate results, training logs, held-out diagnostics, rollout arrays, plots, source, checkpoint artifacts, and reproducibility paper. | |
| ## Reproduce and download | |
| Download the full package from [ElBalor/AlienX-3D-MHD](https://huggingface.co/ElBalor/AlienX-3D-MHD). Run: | |
| ```bash | |
| python -u source/AlienX-mhd.py | |
| ``` | |
| The Space is a static evidence viewer; the linked model repository is the executable release. | |