Tomlin, Claire J.

Differentiation-state plasticity is a targetable resistance mechanism in basal-like breast cancer

Risom, T., Langer, E. M., Chapman, M. P., Rantala, J., Fields, A. J., Boniface, C., Alvarez, M. J., Kendsersky, N. D., Pelz, C. R., Johnson-Camacho, K., et al. (2018) · Nature Communications

Cancer Cells and MetastasisBreast Cancer Treatment Studies

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Data-Driven Safety Filters: Hamilton-Jacobi Reachability, Control Barrier Functions, and Predictive Methods for Uncertain Systems

Wabersich, K. P., Taylor, A. J., Choi, J. J., Sreenath, K., Tomlin, C. J., Ames, A. D., & Zeilinger, M. N. (2023) · IEEE Control Systems

Formal Methods in VerificationAdvanced Control Systems Optimization

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Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning

Dobbe, R., Sondermeijer, O., Fridovich-Keil, D., Arnold, D., Callaway, D., & Tomlin, C. (2020) · IEEE Transactions on Smart Grid

Optimal Power Flow DistributionSmart Grid Energy Management

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Learning to Control in Power Systems: Design and Analysis Guidelines for Concrete Safety Problems

Dobbe, R., Hidalgo-Gonzalez, P., Karagiannopoulos, S., Henriquez-Auba, R., Hug, G., Callaway, D. S., & Tomlin, C. J. (2020) · Electric Power Systems Research

Smart Grid Security and ResilienceSmart Grid and Power Systems

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Mechanistic interpretability for steering vision-language-action models

Häon, B., Stocking, K., Chuang, I., & Tomlin, C. (2025) · arXiv

Explainable Artificial Intelligence (XAI)Robot Manipulation and Learning

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