Georgios Makrygiorgos
According to our database1,
Georgios Makrygiorgos
authored at least 7 papers
between 2020 and 2023.
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Bibliography
2023
No-Regret Bayesian Optimization with Gradients Using Local Optimality-Based Constraints: Application to Closed-Loop Policy Search.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Towards Personalized Plasma Medicine via Data-Efficient Adaptation of Fast Deep Learning-based MPC Policies.
Proceedings of the American Control Conference, 2023
2022
Performance-oriented model learning for control via multi-objective Bayesian optimization.
Comput. Chem. Eng., 2022
Scalable Estimation of Invariant Sets for Mixed-Integer Nonlinear Systems using Active Deep Learning.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
2021
Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks.
Comput. Chem. Eng., 2021
2020
Surrogate modeling for fast uncertainty quantification: Application to 2D population balance models.
Comput. Chem. Eng., 2020
Proceedings of the 59th IEEE Conference on Decision and Control, 2020