RNADyn: A Benchmark for Generating and Understanding RNA Dynamics

arXiv:2610.03712 · cs.LG, physics.bio-ph, q-bio.BM · Submitted 2026-10-02 · Read on arXiv

cs.LG, physics.bio-ph, q-bio.BM

Submitted: 2026-10-02

Updated: 2026-10-02

Project page: http://circle-group.github.io/research/RNADyn

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 1× in this paper · explained in 2 episodes

Sources

• Dynamic PDB: A New Dataset and a SE(3) Model Extension by Integrating Dynamic Behaviors and Physical Properties in Protein Structures
• ENSEMBITS: an alphabet of protein conformational ensembles
• Is Forward Prediction Enough? Physical State Grounding for JEPA World Models

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