Data for ESMDynamic: Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences
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Dataset Description |
This repository contains data and model weights associated with the publication "ESMDynamic: Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences". It includes the datasets used for training and evaluating a dynamic contact prediction model, ESMDynamic, as well as a script for conversion and usage. |
Subject |
Life Sciences |
Keywords |
Computational biology; Structural biology; Molecular dynamics; Machine learning; Protein modeling; Bioinformatics; Biophysics; Artificial intelligence |
License |
CC BY |
Funder |
U.S. National Science Foundation (NSF)-Grant:MCB-1845606 |
Funder |
U.S. National Science Foundation (NSF)-Grant:CHE-2136142 |
Corresponding Creator |
Diwakar Shukla |
Downloaded |
1066 times |
| Version | DOI | Comment | Publication Date |
|---|---|---|---|
| 2 | 10.13012/B2IDB-3773897_V2 | Made substantial changes to the data after the peer review | 2026-04-17 |
| 1 | 10.13012/B2IDB-3773897_V1 | 2025-06-23 |
Contact the Research Data Service for help interpreting this log.
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| Dataset | update: {"title"=>["Data for Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences", "Data for ESMDynamic: Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences"], "description"=>["This repository contains data and model weights associated with the publication \"Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences\". It includes the datasets used for training and evaluating a dynamic contact prediction model, ESMDynamic, as well as a script for conversion and usage.", "This repository contains data and model weights associated with the publication \"ESMDynamic: Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences\". It includes the datasets used for training and evaluating a dynamic contact prediction model, ESMDynamic, as well as a script for conversion and usage."]} | 2025-08-05T22:02:27Z |
| Dataset | update: {"subject"=>["", "Life Sciences"]} | 2025-07-16T20:34:29Z |
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