Andrei Kanavalau
Ph.D. Student in Electrical Engineering, admitted Autumn 2020
Masters Student in Electrical Engineering, admitted Winter 2023
Bio
Andrei is a PhD candidate in the Electrical Engineering department at Stanford. His research focuses on augmenting control algorithms with machine learning while preserving safety and stability guarantees.
Education & Certifications
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BA+MEng, University of Cambridge (Pembroke College), Chemical Engineering (2019)
All Publications
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Safe Explicit MPC by Training Neural Networks Through Constrained Optimization
IEEE. 2024: 183-188
View details for DOI 10.1109/CONTROL60310.2024.10531837
View details for Web of Science ID 001237865500006
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Thermal runaway avoidance using Hamilton-Jacobi reachability and model predictive control
COMPUTERS & CHEMICAL ENGINEERING
2022; 157
View details for DOI 10.1016/j.compchemeng.2021.107605
View details for Web of Science ID 000766390500013
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Robust thermal stability for batch process intensification with model predictive control
COMPUTERS & CHEMICAL ENGINEERING
2019; 130
View details for DOI 10.1016/j.compchemeng.2019.106574
View details for Web of Science ID 000489333200031