Quartz 4

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Created Apr 10, 2026Modified Apr 17, 2026

Graph neural networks are machine learning methods that operate on graphs.

Alpha carbon-only representations are sufficient for ML force fields
Biophysical models trained on single and double point mutations can predict effects of three or more mutations on stability
Evoformer
Geometric Vector Perceptrons
MD potentials from ML are more effective when protein-specific
Over-squashing

Explorer