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Georgios Makrygiorgos
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2020 – today
- 2024
- [i1]Joshua Hang Sai Ip, Georgios Makrygiorgos, Ali Mesbah:
Lyapunov Neural ODE Feedback Control Policies. CoRR abs/2409.00393 (2024) - 2023
- [c4]Kimberly J. Chan, Georgios Makrygiorgos, Ali Mesbah:
Towards Personalized Plasma Medicine via Data-Efficient Adaptation of Fast Deep Learning-based MPC Policies. ACC 2023: 2769-2775 - [c3]Georgios Makrygiorgos, Joel A. Paulson, Ali Mesbah:
No-Regret Bayesian Optimization with Gradients Using Local Optimality-Based Constraints: Application to Closed-Loop Policy Search. CDC 2023: 20-25 - 2022
- [j3]Georgios Makrygiorgos, Angelo D. Bonzanini
, Victor Miller, Ali Mesbah:
Performance-oriented model learning for control via multi-objective Bayesian optimization. Comput. Chem. Eng. 162: 107770 (2022) - [c2]Angelo D. Bonzanini, Joel A. Paulson, Georgios Makrygiorgos, Ali Mesbah:
Scalable Estimation of Invariant Sets for Mixed-Integer Nonlinear Systems using Active Deep Learning. CDC 2022: 3431-3437 - 2021
- [j2]Angelo D. Bonzanini, Joel A. Paulson, Georgios Makrygiorgos, Ali Mesbah:
Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks. Comput. Chem. Eng. 145: 107174 (2021) - 2020
- [j1]Georgios Makrygiorgos, Giovanni Maria Maggioni, Ali Mesbah:
Surrogate modeling for fast uncertainty quantification: Application to 2D population balance models. Comput. Chem. Eng. 138: 106814 (2020) - [c1]Diogo Rodrigues
Tractable Global Solutions to Bayesian Optimal Experiment Design. CDC 2020: 1614-1619
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