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Photo of Enoch Yeung

Enoch Yeung

Assistant Professor
Mechanical Engineering
UC Santa Barbara
Phone:
805-893-4087
Email:
eyeung@engineering.ucsb.edu
Website:
Website

Research Focus Areas

Research Interests

We aim to discover and harness novel biological mechanisms of control, computation, and adaptation in living cells.

News

Displaying 1 - 8 of 8

ICB Supported Publications

Learning perturbation-inducible cell states from observability analysis of transcriptome dynamics

Aqib Hasnain, Shara Balakrishnan, Dennis M. Joshy, Jen Smith, Steven B. Haase & Enoch Yeung
Nature Communications,
10.1038/s41467-023-37897-9

Learning Invariant Subspaces of Koopman Operators—Part 1: A Methodology for Demonstrating a Dictionary's Approximate Subspace Invariance

Charles A. Johnson, Shara Balakrishnan, Enoch Yeung
arXiv,
10.48550/arXiv.2212.07358

Learning Invariant Subspaces of Koopman Operators—Part 2: Heterogeneous Dictionary Mixing to Approximate Subspace Invariance

Charles A. Johnson, Shara Balakrishnan, Enoch Yeung
arXiv,
10.48550/arXiv.2212.07365

Learning perturbation-inducible cell states of novel compounds from observability analysis of transcriptome dynamics

Aqib Hasnain, Shara Balakrishnan, Dennis M. Joshy, Jen Smith, Steven B. Haase, Enoch Yeung
bioRxiv,
10.1101/2022.05.27.493781

Data-Driven Observability Decomposition with Koopman Operators for Optimization of Output Functions of Nonlinear Systems

Shara Balakrishnan, Aqib Hasnain, Robert Egbert, Enoch Yeung
arXiv,
10.48550/arXiv.2210.09343

Stability Analysis of Parameter Varying Genetic Toggle Switches Using Koopman Operators

Jamiree Harrison, Enoch Yeung
Mathematics,
10.3390/math9233133

Data-Driven Operator Theoretic Methods for Phase Space Learning and Analysis

Sai Pushpak Nandanoori, Subhrajit Sinha, Enoch Yeung
arXiv:2106.15678,
10.48550/arXiv.2106.15678

Koopman Operators for Generalized Persistence of Excitation Conditions for Nonlinear Systems

N. Boddupalli, A. Hasnain, S. P. Nandanoori and E. Yeung
IEEE 58th Conference on Decision and Control,
10.1109/CDC40024.2019.9029365
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