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Open Access

Peer-reviewed

Research Article

Identifying dynamic regulation with machine learning using adversarial surrogates

Ron Teichner ,

Roles Formal analysis, Investigation, Writing – original draft

* E-mail: ron.teichner@ef.technion.ac.il

Affiliations Viterbi Department of Electrical and Computer Engineering, Technion - Israel Institute of Technology, Haifa, Israel, Network Biology Research Laboratory, Technion - Israel Institute of Technology, Haifa, Israel

https://orcid.org/0009-0004-8627-1385

⨯
Naama Brenner,

Roles Formal analysis, Supervision, Writing – review & editing

Affiliations Network Biology Research Laboratory, Technion - Israel Institute of Technology, Haifa, Israel, Wolfson Department of Chemical Engineering, Technion - Israel Institute of Technology, Haifa, Israel
⨯
Ron Meir

Roles Formal analysis, Supervision, Writing – review & editing

Affiliations Viterbi Department of Electrical and Computer Engineering, Technion - Israel Institute of Technology, Haifa, Israel, Network Biology Research Laboratory, Technion - Israel Institute of Technology, Haifa, Israel
⨯

Identifying dynamic regulation with machine learning using adversarial surrogates

Ron Teichner,
Naama Brenner,
Ron Meir

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Published: June 5, 2025
https://doi.org/10.1371/journal.pone.0325443

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