About Me
PhD Candidate
Automatic Control Laboratory
Department of Information Technology and Electrical Engineering
ETH Zurich
I am a final year PhD student in Florian Dörfler's research group. My current work focuses on developing the foundations of distributionally robust optimization, learning, and control, as well as on deploying novel distributionally robust trading strategies in renewable energy markets. At the beginning of my PhD, I was mainly working on voltage and transient stability assessment of renewable-integrated power systems.
Research Interests
Distributionally Robust Optimization, Stochastic Control, Optimal Transport, High-Dimensional Statistics, Power Systems, Renewable Energy Markets.
Selected Recent Works
[1] L. Aolaritei, N. Lanzetti, H. Chen, F. Dörfler. “Distributional Uncertainty Propagation via Optimal Transport”. Under Review in IEEE Transactions on Automatic Control. ArXiv preprint arXiv:2205.00343 (2023).
[2] S. Shafieezadeh Abadeh, L. Aolaritei, F. Dörfler, D. Kuhn. “New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization”. Under Review in Operations Research (passed first round). ArXiv preprint arXiv:2303.03900 (2023).
[3] L. Aolaritei, S. Shafieezadeh Abadeh, F. Dörfler. “Wasserstein Distributionally Robust Estimation in High Dimensions: Performance Analysis and Optimal Hyperparameter Tuning”. Under Review in Operations Research. ArXiv preprint arXiv:2206.13269 (2023).
Selected Recent Presentations
Contact: aliviu@ethz.ch