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PandaDock: An Open-Source Molecular Docking Platform with Flexible-Ligand Search and Equivariant Neural Scoring

We present PandaDock, an open-source molecular docking platform implementing flexible-ligand conformational search with analytic gradients, a precomputed affinity grid engine, specialized modules for induced-fit, metal-coordination and tethered docking, and an SE(3)-equivariant graph neural network scoring function trained at scale. Ligand flexibility is represented as a torsion tree and pose…

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A Good LLM Exam Is 90% Traps

Last time I gave my LLM an order-reading exam and lost 5 times as the exam author. Today: how that exam was built. Conclusion first — nice questions are a waste of paper.

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