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RelatedMaterial
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update: {"material_type"=>["Article", "Preprint"], "link"=>["https://www.biorxiv.org/content/10.1101/2025.08.20.671365v1", "https://doi.org/10.1101/2025.08.20.671365"], "uri"=>[nil, "10.1101/2025.08.20.671365"], "uri_type"=>[nil, "DOI"], "citation"=>[" Kleiman, D. E., Feng, J., Xue, Z. & Shukla, D. ESMDynamic: A Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences. (2025) doi:10.1101/2025.08.20.671365.", " Kleiman, D. E., Feng, J., Xue, Z. & Shukla, D. ESMDynamic: A Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences. (2025). doi:10.1101/2025.08.20.671365."], "selected_type"=>["Article", "Other"], "datacite_list"=>[nil, "IsSupplementTo"], "note"=>[nil, ""]}
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2025-08-25T19:51:06Z
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RelatedMaterial
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create: {"material_type"=>"Article", "availability"=>nil, "link"=>"https://www.biorxiv.org/content/10.1101/2025.08.20.671365v1", "uri"=>nil, "uri_type"=>nil, "citation"=>" Kleiman, D. E., Feng, J., Xue, Z. & Shukla, D. ESMDynamic: A Fast and Accurate Prediction of Protein Dynamic Contact Maps from Single Sequences. (2025) doi:10.1101/2025.08.20.671365.", "dataset_id"=>2993, "selected_type"=>"Article", "datacite_list"=>nil, "note"=>nil, "feature"=>nil}
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2025-08-25T19:23:46Z
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Dataset
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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."]}
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2025-08-05T22:02:27Z
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Dataset
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update: {"subject"=>["", "Life Sciences"]}
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2025-07-16T20:34:29Z
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RelatedMaterial
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update: {"uri"=>[nil, "https://github.com/ShuklaGroup/esmdynamic"], "uri_type"=>[nil, "URL"], "citation"=>["", "https://github.com/ShuklaGroup/esmdynamic"], "datacite_list"=>[nil, "IsSupplementedBy"], "note"=>[nil, ""]}
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2025-06-23T19:47:12Z
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