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Rishabh Gupta
Rishabh Gupta
Chemical Engineering and Materials Science, University of Minnesota
Verificeret mail på umn.edu - Startside
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Citeret af
År
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
152015
Decomposition and adaptive sampling for data-driven inverse linear optimization
R Gupta, Q Zhang
INFORMS Journal on Computing 34 (5), 2720-2735, 2022
142022
Data‐driven decision‐focused surrogate modeling
R Gupta, Q Zhang
AIChE Journal 70 (4), e18338, 2024
122024
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
72023
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
62017
An inverse optimization approach to decision-focused learning
R Gupta, Q Zhang
Computer Aided Chemical Engineering 52, 1359-1365, 2023
32023
Decision-focused surrogate modeling with feasibility guarantee
R Gupta, Q Zhang
Computer Aided Chemical Engineering 49, 1717-1722, 2022
22022
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
12024
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
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Artikler 1–20