Author

Sotaro Fuchigami

Physical Biochemistry Laboratory, Division of Pharmaceutical Sciences, School of Pharmaceutical Sciences, University of Shizuoka, 52-1 Yada, Suruga-ku, Shizuoka 422-8526, JapanORCID 0000-0001-7688-2079Unclaimed ORCID profile · follow to get notified of new preprints

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Biophysics· 1

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Approach:deep learning· 1 Assay:multiome· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

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Kazuyuki Nakamura· 1 shared Tsuyoshi IshizoneiD· 1 shared Yasuhiro Matsunaga· 1 shared

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2023-2023 · peak 1/yr

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Kazuyuki Nakamura

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1 paper

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BiophysicsbioRxivSep 13, 2023

Representation of Protein Dynamics Disentangled by Time-structure-based Prior

Tsuyoshi Ishizone, Yasuhiro Matsunaga, Sotaro Fuchigami, Kazuyuki Nakamura

The paper introduces two methods with a time-structure-based prior to disentangle protein dynamics from MD simulations, improving the representation of conformational transitions.

DOI 10.1021/acs.jctc.3c01025

multiomedeep learning

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