Role of nonlinear effects in benzene–toluene–xylene dividing wall column control system design R Gupta, N Kaistha Industrial & Engineering Chemistry Research 54 (38), 9407-9420, 2015 | 15 | 2015 |
Decomposition and adaptive sampling for data-driven inverse linear optimization R Gupta, Q Zhang INFORMS Journal on Computing 34 (5), 2720-2735, 2022 | 14 | 2022 |
Data‐driven decision‐focused surrogate modeling R Gupta, Q Zhang AIChE Journal 70 (4), e18338, 2024 | 12 | 2024 |
Efficient learning of decision-making models: A penalty block coordinate descent algorithm for data-driven inverse optimization R Gupta, Q Zhang Computers & Chemical Engineering 170, 108123, 2023 | 7 | 2023 |
THERMALLY CONDUCTIVE SHEET, PRODUCTION METHOD FOR THERMALLY CONDUCTIVE SHEET, HEAT DISSIPATION MEMBER, AND SEMICONDUCTOR DEVICE H Kanaya, S Uchida, S Uchida, R Gupta, K Aramaki JP Patent WO/2017/130,740, 2017 | 6 | 2017 |
An inverse optimization approach to decision-focused learning R Gupta, Q Zhang Computer Aided Chemical Engineering 52, 1359-1365, 2023 | 3 | 2023 |
Decision-focused surrogate modeling with feasibility guarantee R Gupta, Q Zhang Computer Aided Chemical Engineering 49, 1717-1722, 2022 | 2 | 2022 |
Enhancing explainability of stochastic programming solutions via scenario and recourse reduction T Rathi, R Gupta, JM Pinto, Q Zhang Optimization and Engineering 25 (2), 795-820, 2024 | 1 | 2024 |
Learning Production Planners’ Unknown Objectives Via Inverse Optimization S Dixit, R Gupta, A Kelloway, K Harshbarger, J Wassick, Q Zhang 2024 AIChE Annual Meeting, 2024 | | 2024 |
10C: Planning, Scheduling, Supply Chain and Logistics I V Avadiappan, R Gupta, I Mitrai 2024 AIChE Annual Meeting, 2024 | | 2024 |
Decision-Focused Surrogate Modeling for Mixed-Integer Linear Optimization S Dixit, R Gupta, Q Zhang arXiv preprint arXiv:2406.05697, 2024 | | 2024 |
Decision-Focused Learning of Constraint Parameters with Feasibility Guarantee R Gupta, Q Zhang 2023 AIChE Annual Meeting, 2023 | | 2023 |
Decision-Focused Surrogate Modeling for Mixed-Integer Optimization (Poster corresponding to plenary presentation) S Dixit, R Gupta, Q Zhang 2023 AIChE Annual Meeting, 2023 | | 2023 |
Inverse Mixed-Integer Optimization for Learning Interpretable Decision Rules R Gupta, J Wassick, Q Zhang 2023 AIChE Annual Meeting, 2023 | | 2023 |
Discovery of Decision-Making Mechanisms via Data-Driven Inverse Optimization R Gupta University of Minnesota, 2023 | | 2023 |
A Computational Study on the Benefits of Decision-Focused Surrogate Modeling R Gupta, J Larson, Q Zhang 2022 AIChE Annual Meeting, 2022 | | 2022 |
A Data-Driven Inverse Optimization Approach to Learning Surrogate Optimizers R Gupta, Q Zhang 2021 AIChE Annual Meeting, 2021 | | 2021 |
Learning Decision-Making Models Via Data-Driven Inverse Optimization R Gupta, Q Zhang 2021 AIChE Annual Meeting, 2021 | | 2021 |
Culture bag, and culture apparatus KH Hirokazu Odagiri, Yasuyuki Kudo, Rishabh Gupta US Patent US20180340141A1, 2021 | | 2021 |
Inverse Linear Optimization: Conceptual Framework, Two-Phase Algorithm, and Adaptive Sampling R Gupta, Q Zhang 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |