Towards an extension of equivalent system mass for human exploration missions on Mars von Ho, Davian, Makrygiorgos, Georgios, Hill, Avery, Berliner, Aaron J.

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Nitrogen accountancy in space agriculture von Yates, Kevin, Berliner, Aaron J., Makrygiorgos, Georgios, Kaiyom, Farrah, McNulty, Matthew J., Khan, Imran, Kusuma, Paul, Kinlaw, Claire, Miron, Diogo, Legg, Charles, Wilson, James, Bugbee, Bruce, Mesbah, Ali, Arkin, Adam P., Nandi, Somen, McDonald, Karen A.

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Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks von Bonzanini, Angelo D., Paulson, Joel A., Makrygiorgos, Georgios, Mesbah, Ali

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Surrogate modeling for fast uncertainty quantification: Application to 2D population balance models von Makrygiorgos, Georgios, Maggioni, Giovanni Maria, Mesbah, Ali

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Performance-oriented model learning for control via multi-objective Bayesian optimization von Makrygiorgos, Georgios, Bonzanini, Angelo D., Miller, Victor, Mesbah, Ali

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A Physics-Assisted Data-Driven Framework for Predicting Crystal Chord Length Distributions under Arbitrary Experimental Conditions von Makrygiorgos, Georgios, Maggioni, Giovanni Maria, Mesbah, Ali

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Adversarially robust Bayesian optimization for efficient auto‐tuning of generic control structures under uncertainty von Paulson, Joel A., Makrygiorgos, Georgios, Mesbah, Ali

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Tractable global solutions to chance-constrained Bayesian optimal experiment design for arbitrary prior and noise distributions von Rodrigues, Diogo, Makrygiorgos, Georgios, Mesbah, Ali

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Data‐driven flow‐map models for data‐efficient discovery of dynamics and fast uncertainty quantification of biological and biochemical systems von Makrygiorgos, Georgios, Berliner, Aaron J., Shi, Fengzhe, Clark, Douglas S., Arkin, Adam P., Mesbah, Ali

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Gradient-Enhanced Bayesian Optimization via Acquisition Ensembles with Application to Reinforcement Learning von Makrygiorgos, Georgios, Paulson, Joel A., Mesbah, Ali

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Space bioprocess engineering on the horizon von Berliner, Aaron J., Lipsky, Isaac, Ho, Davian, Hilzinger, Jacob M., Vengerova, Gretchen, Makrygiorgos, Georgios, McNulty, Matthew J., Yates, Kevin, Averesch, Nils J. H., Cockell, Charles S., Wallentine, Tyler, Seefeldt, Lance C., Criddle, Craig S., Nandi, Somen, McDonald, Karen A., Menezes, Amor A., Mesbah, Ali, Arkin, Adam P.

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Lyapunov Neural ODE Feedback Control Policies von Ip, Joshua Hang Sai, Makrygiorgos, Georgios, Mesbah, Ali

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SAFE ADAPTIVE MACHINE LEARNING-BASED CONTROL FOR COLD ATMOSPHERIC PLASMA BIOMEDICAL DEVICES von MAKRYGIORGOS, Georgios, CHAN, Kimberly, MESBAH, Ali

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Fast Probabilistic Uncertainty Quantification and Sensitivity Analysis of a Mars Life Support System Model ⁎⁎This material is based upon work supported by the National Aeronautics... von Makrygiorgos, Georgios, Gupta, Soumyajit Sen, Menezes, Amor A., Mesbah, Ali

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Fast Probabilistic Uncertainty Quantification and Sensitivity Analysis of a Mars Life Support System Model von Makrygiorgos, Georgios, Gupta, Soumyajit Sen, Menezes, Amor A., Mesbah, Ali

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