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Georgia Stinchfield
Georgia Stinchfield
在 andrew.cmu.edu 的电子邮件经过验证 - 首页
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引用次数
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年份
Reducing hexavalent chromium to trivalent chromium with zero chemical footprint: Borohydride exchange resin and a polymer-supported base
J Regan, N Dushaj, G Stinchfield
ACS omega 4 (7), 11554-11557, 2019
272019
Linear model decision trees as surrogates in optimization of engineering applications
BL Ammari, ES Johnson, G Stinchfield, T Kim, M Bynum, WE Hart, ...
Computers & Chemical Engineering 178, 108347, 2023
92023
Optimization-based design of product families with common components
C Zhang, C Jacobson, Q Zhang, LT Biegler, JC Eslick, MA Zamarripa, ...
Computer Aided Chemical Engineering 49, 91-96, 2022
52022
Optimization of Process Families for Deployment of Carbon Capture Processes using Machine Learning Surrogates
G Stinchfield, BL Ammari, JC Morgan, JD Siirola, M Zamarripa, CD Laird
Computer Aided Chemical Engineering 52, 1331-1337, 2023
32023
Optimization-based Approaches for Design of Chemical Process Families Using ReLU Surrogates.
G Stinchfield, LT Biegler, JC Eslick, C Jacobson, DC Miller, J Siirola, ...
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022
22022
Bidentate and Monodentate Binding of Chromium (VI) on the Acid Scavenger Exchange Resin, MP-Carbonate, as a Function of pH
G Stinchfield, JF Capitani, J Regan
Water, Air, & Soil Pollution 231, 1-10, 2020
22020
A mixed integer linear programming approach for the design of chemical process families
G Stinchfield, JC Morgan, S Naik, LT Biegler, JC Eslick, C Jacobson, ...
Computers & Chemical Engineering, 108620, 2024
12024
Long Duration Battery Sizing, Siting, and Operation Under Wildfire Risk Using Progressive Hedging
R Piansky, G Stinchfield, A Kody, DK Molzahn, JP Watson
arXiv preprint arXiv:2404.12296, 2024
2024
Economies of Numbers Formulations for Optimal Process Family Design of Carbon Capture Systems
G Stinchfield, M Zamarripa, J Morgan, CD Laird
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2023
2023
Mixed-Integer Programming Representations of Linear Model Decision Tree Surrogates
B Ammari, E Johnson, G Stinchfield, T Kim, M Bynum, WE Hart, ...
2023 AIChE Annual Meeting, 2023
2023
Optimization of Process Families for Improved Deployment of Industrial Decarbonization using ML Surrogates
G Stinchfield, B Ammari, J Morgan, J Siirola, MA Zamarripa-Perez, C Laird
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2023
2023
Optimal Design Formulations for Families of Similar Processes with Applications in Energy Systems
G Stinchfield, M Zamarippa, J Siirola, C Laird
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2022
2022
Mathematical Programming Formulations for Design and Manufacturing of Process Families: Applications to Green Energy Systems
G Stinchfield, M Bynum, MA Zamarripa, J Siirola, C Laird
2022 AIChE Annual Meeting, 2022
2022
Optimal Design Approaches for Rapid, Cost-Effective Manufacturing and Deployment of Chemical Processes.
G Stinchfield, J Siirola, M Zamarripa-Perez, C Laird
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022
2022
Foundations of Process/Product Analytics and Machine learning FOPAM 2023, University of California, Davis CA, July 30-Aug 3, 2023 OPTIMIZATION IN ENGINEERING WITH EMBEDDED …
BL Ammari, ES Johnson, G Stinchfield, T Kim, M Bynum, WE Hart, ...
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