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 | 27 | 2019 |
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 | 9 | 2023 |
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 | 5 | 2022 |
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 | 3 | 2023 |
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 | 2 | 2022 |
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 | 2 | 2020 |
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 | 1 | 2024 |
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, ... | | |