Learning Quantum Mechanics Using Embedding, Symmetric Polynomials and Composition | Gábor Csányi

Опубликовано: 16 Июль 2026
на канале: Valence Labs
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Join the Slack to connect with the speakers: https://m2d2group.slack.com/join/shar...

This is a recording from the 2023 Molecular Machine Learning conference hosted at Mila.

Speaker:

Gábor Csányi - http://www.eng.cam.ac.uk/profiles/gc121

Timestamps

00:00 - Intro
04:31 - First-Principles Molecular Dynamics
09:16 - Atomic Cluster Expansion (ACE)
17:32 - ML: Revolution in Force Field Fidelity
19:50 - Catalysis
28:25 - OVITO Basic Demonstration
32:05 - Q+A