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title: AlienX MHD · Signal Lab
emoji: 🌌
colorFrom: blue
colorTo: indigo
sdk: static
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.
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. Run:
python -u source/AlienX-mhd.py
The Space is a static evidence viewer; the linked model repository is the executable release.