| Modeling the rheology of thixotropic elasto-visco-plastic materials S Varchanis, G Makrigiorgos, P Moschopoulos, Y Dimakopoulos, ... Journal of Rheology 63 (4), 609-639, 2019 | 81 | 2019 |
| Towards a biomanufactory on Mars AJ Berliner, JM Hilzinger, AJ Abel, MJ McNulty, G Makrygiorgos, ... Frontiers in Astronomy and Space Sciences 8, 711550, 2021 | 75 | 2021 |
| A data-driven automatic tuning method for MPC under uncertainty using constrained Bayesian optimization F Sorourifar, G Makrygiorgos, A Mesbah, JA Paulson IFAC-PapersOnLine 54 (3), 243-250, 2021 | 56 | 2021 |
| Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks AD Bonzanini, JA Paulson, G Makrygiorgos, A Mesbah Computers & Chemical Engineering 145, 107174, 2021 | 55 | 2021 |
| The PAL (Penalized Augmented Lagrangian) method for computing viscoplastic flows: A new fast converging scheme Y Dimakopoulos, G Makrigiorgos, GC Georgiou, J Tsamopoulos Journal of Non-Newtonian Fluid Mechanics 256, 23-41, 2018 | 43 | 2018 |
| Performance-oriented model learning for control via multi-objective Bayesian optimization G Makrygiorgos, AD Bonzanini, V Miller, A Mesbah Computers & Chemical Engineering 162, 107770, 2022 | 33 | 2022 |
| Adversarially robust Bayesian optimization for efficient auto‐tuning of generic control structures under uncertainty JA Paulson, G Makrygiorgos, A Mesbah AIChE Journal 68 (6), e17591, 2022 | 30 | 2022 |
| There is only one valid definition of clearance: critical examination of clearance concepts reveals the potential for errors in clinical drug dosing decisions LZ Benet, JK Sodhi, G Makrygiorgos, A Mesbah The AAPS journal 23 (3), 67, 2021 | 25 | 2021 |
| Space bioprocess engineering on the horizon AJ Berliner, I Lipsky, D Ho, JM Hilzinger, G Vengerova, G Makrygiorgos, ... Communications Engineering 1 (1), 13, 2022 | 24 | 2022 |
| Surrogate modeling for fast uncertainty quantification: Application to 2D population balance models G Makrygiorgos, GM Maggioni, A Mesbah Computers & Chemical Engineering 138, 106814, 2020 | 23 | 2020 |
| Oscillations of small bubbles and medium yielding in elastoviscoplastic fluids M De Corato, B Saint-Michel, G Makrigiorgos, Y Dimakopoulos, ... Physical Review Fluids 4 (7), 073301, 2019 | 15 | 2019 |
| Towards Personalized Plasma Medicine via Data-Efficient Adaptation of Fast Deep Learning-based MPC Policies KJ Chan, G Makrygiorgos, A Mesbah | 7 | 2023 |
| Towards an extension of equivalent system mass for human exploration missions on Mars D Ho, G Makrygiorgos, A Hill, AJ Berliner npj Microgravity 8 (1), 30, 2022 | 7 | 2022 |
| Fast probabilistic uncertainty quantification and sensitivity analysis of a Mars life support system model G Makrygiorgos, SS Gupta, AA Menezes, A Mesbah IFAC-PapersOnLine 53 (2), 7268-7273, 2020 | 6 | 2020 |
| Gradient-enhanced Bayesian optimization via acquisition ensembles with application to reinforcement learning G Makrygiorgos, JA Paulson, A Mesbah IFAC-PapersOnLine 56 (2), 638-643, 2023 | 5 | 2023 |
| Tractable global solutions to chance-constrained Bayesian optimal experiment design for arbitrary prior and noise distributions D Rodrigues, G Makrygiorgos, A Mesbah Journal of Process Control 116, 1-18, 2022 | 4 | 2022 |
| Data‐driven flow‐map models for data‐efficient discovery of dynamics and fast uncertainty quantification of biological and biochemical systems G Makrygiorgos, AJ Berliner, F Shi, DS Clark, AP Arkin, A Mesbah Biotechnology and bioengineering 120 (3), 803-818, 2023 | 3 | 2023 |
| Tractable global solutions to Bayesian optimal experiment design D Rodrigues, G Makrygiorgos, A Mesbah 2020 59th IEEE Conference on Decision and Control (CDC), 1614-1619, 2020 | 3 | 2020 |
| Scalable Estimation of Invariant Sets for Mixed-Integer Nonlinear Systems using Active Deep Learning AD Bonzanini, JA Paulson, G Makrygiorgos, A Mesbah | 2 | 2022 |
| Extension of Equivalent System Mass for Human Exploration missions on mars A Berliner, G Makrygiorgos, A Hill Preprints, 2021 | 2 | 2021 |
Ali MesbahUniversity of California, BerkeleyVerified email at berkeley.edu
