Andrei Kanavalau's Profile | Stanford Profiles

PhD candidate in Electrical Engineering at Stanford working across LLMs/Transformers, constrained optimization, and control.

BA+MEng, University of Cambridge (Pembroke College), Chemical Engineering (2019)

Academic
kanaval@stanford.edu

University - Student Department: Electrical Engineering Position: Graduate

Safe Explicit MPC by Training Neural Networks Through Constrained Optimization Kanavalau, A., Lall, S., IEEE IEEE. 2024: 183-188

View details for DOI 10.1109/CONTROL60310.2024.10531837

View details for Web of Science ID 001237865500006
Analysis and Local Convergence Proof of a Constrained Optimization Algorithm for Training Neural Networks Kanavalau, A., Lall, S., IEEE IEEE. 2024: 839-844

View details for DOI 10.1109/CCTA60707.2024.10666538

View details for Web of Science ID 001342631000125
Thermal runaway avoidance using Hamilton-Jacobi reachability and model predictive control COMPUTERS & CHEMICAL ENGINEERING Kanavalau, A., Lall, S. 2022; 157

View details for DOI 10.1016/j.compchemeng.2021.107605

View details for Web of Science ID 000766390500013
Robust thermal stability for batch process intensification with model predictive control COMPUTERS & CHEMICAL ENGINEERING Kanavalau, A., Masters, R., Kahm, W., Vassiliadis, V. S. 2019; 130

View details for DOI 10.1016/j.compchemeng.2019.106574

View details for Web of Science ID 000489333200031

Andrei Kanavalau