Author

T. Ishizone

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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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

Frequent Co-Authors

K. Nakamura· 1 shared S. Fuchigami· 1 shared Y. Matsunaga· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBiophysics

K. Nakamura

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1 paper

Recent·Most cited

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

T. Ishizone, Y. Matsunaga, S. Fuchigami, K. 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.

bioRxiv · Sep 13, 2023Biophysics