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Yuanyuan Shi

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PDE Control Gym: A Benchmark for Data-Driven Boundary Control of Partial Differential Equations

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May 18, 2024
Luke Bhan, Yuexin Bian, Miroslav Krstic, Yuanyuan Shi

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Improving Sequential Market Clearing via Value-oriented Renewable Energy Forecasting

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May 15, 2024
Yufan Zhang, Honglin Wen, Yuexin Bian, Yuanyuan Shi

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Adaptive Neural-Operator Backstepping Control of a Benchmark Hyperbolic PDE

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Jan 15, 2024
Maxence Lamarque, Luke Bhan, Yuanyuan Shi, Miroslav Krstic

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Moving-Horizon Estimators for Hyperbolic and Parabolic PDEs in 1-D

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Jan 04, 2024
Luke Bhan, Yuanyuan Shi, Iasson Karafyllis, Miroslav Krstic, James B. Rawlings

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GeoGalactica: A Scientific Large Language Model in Geoscience

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Dec 31, 2023
Zhouhan Lin, Cheng Deng, Le Zhou, Tianhang Zhang, Yi Xu, Yutong Xu, Zhongmou He, Yuanyuan Shi, Beiya Dai, Yunchong Song, Boyi Zeng, Qiyuan Chen, Tao Shi, Tianyu Huang, Yiwei Xu, Shu Wang, Luoyi Fu, Weinan Zhang, Junxian He, Chao Ma, Yunqiang Zhu, Xinbing Wang, Chenghu Zhou

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Learning A Foundation Language Model for Geoscience Knowledge Understanding and Utilization

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Jun 08, 2023
Cheng Deng, Tianhang Zhang, Zhongmou He, Qiyuan Chen, Yuanyuan Shi, Le Zhou, Luoyi Fu, Weinan Zhang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin, Junxian He

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Neural Operators of Backstepping Controller and Observer Gain Functions for Reaction-Diffusion PDEs

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Mar 18, 2023
Miroslav Krstic, Luke Bhan, Yuanyuan Shi

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Machine Learning Accelerated PDE Backstepping Observers

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Nov 28, 2022
Yuanyuan Shi, Zongyi Li, Huan Yu, Drew Steeves, Anima Anandkumar, Miroslav Krstic

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BEAR: Physics-Principled Building Environment for Control and Reinforcement Learning

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Nov 27, 2022
Chi Zhang, Yuanyuan Shi, Yize Chen

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Energy Storage Price Arbitrage via Opportunity Value Function Prediction

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Nov 20, 2022
Ningkun Zheng, Xiaoxiang Liu, Bolun Xu, Yuanyuan Shi

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