Author

Mingtao Xia

University of HoustonORCID 0000-0002-2116-4712Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Molecular Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Alex MogilneriD· 1 shared Alexander HoffmanniD· 1 shared Jiancheng ZhangiD· 1 shared Lucas BöttcheriD· 1 shared Tom ChouiD· 1 shared Xiangting LiiD· 1 shared Xiaolu GuoiD· 1 shared Zhaoyi YouiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 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 paperMolecular Biology

Alex MogilnerORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Reconstructing Noisy Gene Regulation Dynamics UsingExtrinsic-Noise-Driven Neural Stochastic Differential Equations

Jiancheng Zhang, Xiangting Li, Xiaolu Guo, Zhaoyi You, Lucas Böttcher, Alex Mogilner, Alexander Hoffmann, Tom Chou, Mingtao Xia

This paper introduces an END-nSDE framework to reconstruct noisy gene regulation dynamics from heterogeneous cell populations, outperforming RNNs and LSTMs in modeling extrinsic noise effects.

PLoS Computational Biology · Sep 17, 2025Peer-reviewedMolecular Biology