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One RNA Model Learned Motion and Its Fingerprint
RNADynBench supplies 2,585 quality-controlled trajectories, while RNADynNet shares a backbone across generation and understanding.
Summary
RNADynBench supplies 2,585 quality-controlled trajectories, while RNADynNet shares a backbone across generation and understanding.
RNADynBench contains 2,585 leakage-controlled, 100-nanosecond all-atom RNA trajectories. RNADynNet combines coordinate denoising, single-frame alignment and physical grounding to generate trajectories and extract dynamics from one conformer. The authors report RMSF correlations of 0.875 and 0.766 on two test sets, including a high-flexibility challenge set.
Why it matters
RNADynBench supplies 2,585 quality-controlled trajectories, while RNADynNet shares a backbone across generation and understanding.
Limits and context
No additional limitation was separately recorded.
Key claims
RNADynBench supplies 2,585 quality-controlled trajectories, while RNADynNet shares a backbone across generation and understanding.
Evidence: source-2026-10-05-005
Sources
- arXiv preprint 2610.03712arXiv · primary research
Corrections
No corrections have been recorded for this story.