Reconstructing noisy gene regulation dynamics using extrinsic-noise-driven neural stochastic differential equations

Zhang, Jiancheng; Li, Xiangting; Guo, Xiaolu; You, Zhaoyi; Böttcher, Lucas; Mogilner, Alex; Hoffmann, Alexander; Chou, Tom; Xia, Mingtao; Beer, Michael A; Rangamani, Padmini

doi:10.1371/journal.pcbi.1013462.r003

Reconstructing noisy gene regulation dynamics using extrinsic-noise-driven neural stochastic differential equations

https://doi.org/10.1371/journal.pcbi.1013462.r003
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journal contribution

posted on 2025-11-21, 18:09 authored by Jiancheng Zhang, Xiangting Li, Xiaolu Guo, Zhaoyi You, Lucas Böttcher, Alex Mogilner, Alexander Hoffmann, Tom Chou, Mingtao Xia, Michael A Beer, Padmini Rangamani

<p dir="ltr">This journal contribution is published Open Access by the publisher. Follow the DOI link to retrieve a copy of the full text. </p><p dir="ltr">We acknowledge Stefanie Luecke for providing the experimental datasets for NFκB dynamics.</p>

Reconstructing noisy gene regulation dynamics using extrinsic-noise-driven neural stochastic differential equations

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