Author

Sotaro Fuchigami

Shizuoka UniversityORCID 0000-0001-7688-2079Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Kazuyuki NakamuraiD· 1 shared Tsuyoshi IshizoneiD· 1 shared Yasuhiro MatsunagaiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiophysics

Kazuyuki NakamuraORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BiophysicsJournal of Chemical Theory and ComputationPeer-reviewedDec 27, 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.

3 citations

multiomedeep learning

𝕏 PostBluesky