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Fengqi You

Generative AI and Process Systems Engineering: The Next Frontier

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Feb 15, 2024
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Online Learning Based Risk-Averse Stochastic MPC of Constrained Linear Uncertain Systems

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Nov 20, 2020
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Deep Learning and Knowledge-Based Methods for Computer Aided Molecular Design -- Toward a Unified Approach: State-of-the-Art and Future Directions

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May 18, 2020
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Quantum Computing Assisted Deep Learning for Fault Detection and Diagnosis in Industrial Process Systems

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Feb 29, 2020
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Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks

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Feb 28, 2020
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Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems

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Oct 29, 2019
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Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming

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Apr 03, 2019
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Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests

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Mar 27, 2019
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Data-Driven Stochastic Robust Optimization: A General Computational Framework and Algorithm for Optimization under Uncertainty in the Big Data Era

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Dec 29, 2017
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