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Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma.

A. Jalalvand, J. Abbate, R. Conlin, G. Verdoolaege, and E. Kolemen. IEEE Trans. Neural Networks Learn. Syst., 33 (6): 2630-2641 (2022)

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Avoiding fusion plasma tearing instability with deep reinforcement learning.J. Seo, S. Kim, A. Jalalvand, R. Conlin, A. Rothstein, J. Abbate, K. Erickson, J. Wai, R. Shousha, and E. Kolemen. Nat., 626 (8000): 746-751 (2024)The DESC Stellarator Code Suite Part II: Perturbation and continuation methods.R. Conlin, D. Dudt, D. Panici, and E. Kolemen. CoRR, (2022)Stellarator Optimization with Constraints.R. Conlin, P. Kim, D. Dudt, D. Panici, and E. Kolemen. CoRR, (2024)Neural Dynamical Systems: Balancing Structure and Flexibility in Physical Prediction.V. Mehta, I. Char, W. Neiswanger, Y. Chung, A. Nelson, M. Boyer, E. Kolemen, and J. Schneider. CDC, page 3735-3742. IEEE, (2021)Offline Contextual Bayesian Optimization.I. Char, Y. Chung, W. Neiswanger, K. Kandasamy, O. Nelson, M. Boyer, and E. Kolemen. NeurIPS, page 4629-4640. (2019)Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma.A. Jalalvand, J. Abbate, R. Conlin, G. Verdoolaege, and E. Kolemen. IEEE Trans. Neural Networks Learn. Syst., 33 (6): 2630-2641 (2022)Offline Model-Based Reinforcement Learning for Tokamak Control.I. Char, J. Abbate, L. Bardoczi, M. Boyer, Y. Chung, R. Conlin, K. Erickson, V. Mehta, N. Richner, E. Kolemen and 1 other author(s). L4DC, volume 211 of Proceedings of Machine Learning Research, page 1357-1372. PMLR, (2023)Neural Dynamical Systems: Balancing Structure and Flexibility in Physical Prediction.V. Mehta, I. Char, W. Neiswanger, Y. Chung, A. Nelson, M. Boyer, E. Kolemen, and J. Schneider. CoRR, (2020)Offline Contextual Bayesian Optimization for Nuclear Fusion.Y. Chung, I. Char, W. Neiswanger, K. Kandasamy, A. Nelson, M. Boyer, E. Kolemen, and J. Schneider. CoRR, (2020)Keras2c: A library for converting Keras neural networks to real-time compatible C.R. Conlin, K. Erickson, J. Abbate, and E. Kolemen. Eng. Appl. Artif. Intell., (2021)

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Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma.

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma.

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Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma.