equivariant-neural-network

Here are 3 public repositories matching this topic...

grapheneaffiliate / DHL-MM

Sparse Lie algebra engine for G₂, F₄, E₆, E₇, E₈ — 913× compression, lattice gauge theory, equivariant GNN layers. pip install dhl-mm

robotics openmp high-performance-computing differential-geometry physics-simulation sparse-matrix pybind11 lattice-qcd e8 geometric-deep-learning quantum-simulation lie-algebra graph-neural-network gauge-theory sparse-computation equivariant-neural-network structure-constants exceptional-groups

Updated Mar 23, 2026
Python

Does persistent homology help an E(3)-equivariant model predict molecular dipole moments and polarizability tensors? A controlled study with matched negative controls, whose answer in this configuration is no.

reproducible-research computational-chemistry persistent-homology topological-data-analysis negative-results qm9 molecular-property-prediction schnetpack equivariant-neural-network

Updated Jul 26, 2026
Python

Devanik21 / alphafold-deepmind

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DeepMind AlphaFold 2 open-source study fork — annotated notes on Evoformer architecture, MSA row/column attention, structure module, pLDDT confidence scoring, and template embedding pipeline.

bioinformatics deep-learning structural-biology computational-biology deepmind protein-structure-prediction alphafold evolutionary-scale-modeling ai-for-science equivariant-neural-network

Updated Jul 16, 2025
Python

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equivariant-neural-network

Here are 3 public repositories matching this topic...

grapheneaffiliate / DHL-MM

Mindvisio / topo-response

Devanik21 / alphafold-deepmind

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