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Generating Physically Consistent Molecules with Energy-Based Models

EBMol learns atom-additive scalar potentials via flow-inspired restoring field matching to generate physically consistent 3D molecules with state-of-the-art results.

Christoph Griesbacher, Lea Bogensperger, Andreas Habring, Thomas Pock

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 14 of 20 reviewers recommend it
lenient 3/5
medium 10/10
strict 1/5