Optimization with Neural Network Feasibility Surrogates: Formulations and Application to Security-Constrained Optimal Power Flow von Kilwein, Zachary, Jalving, Jordan, Eydenberg, Michael, Blakely, Logan, Skolfield, Kyle, Laird, Carl, Boukouvala, Fani

Volltext

A techno‐economic analysis framework for intensified modular systems von Gazzaneo, Vitor, Watson, Madelynn, Ramsayer, Carlie B., Kilwein, Zachary A., Alves, Victor, Lima, Fernando V.

Volltext

Perspectives on the integration between first-principles and data-driven modeling von Bradley, William, Kim, Jinhyeun, Kilwein, Zachary, Blakely, Logan, Eydenberg, Michael, Jalvin, Jordan, Laird, Carl, Boukouvala, Fani

Volltext

Physics-informed machine learning with optimization-based guarantees: Applications to AC power flow von Jalving, Jordan, Eydenberg, Michael, Blakely, Logan, Castillo, Anya, Kilwein, Zachary, Skolfield, J. Kyle, Boukouvala, Fani, Laird, Carl

Volltext

Micro-kinetic modeling of temporal analysis of products data using kinetics-informed neural networks von Nai, Dingqi, Gusmão, Gabriel S., Kilwein, Zachary A., Boukouvala, Fani, Medford, Andrew J.

Volltext

Online Graduate Certificate in Data Science for the Chemical Industry von Medford, Andrew J, Boukouvala, Fani, Grover, Martha A, Sholl, David, Meredith, Carson, Cheng, Pengfei, Choi, Sihoon, Gusmão, Gabriel S, Kilwein, Zachary, Ravutla, Suryateja, Wirth, Fatimah, Wooley, Jennifer, Sewer, Zaid

Volltext

Fitting micro-kinetic models to transient kinetics of temporal analysis of product reactors using kinetics-informed neural networks von Nai, Dingqi, Gusmão, Gabriel S, Kilwein, Zachary A, Boukouvala, Fani, Medford, Andrew J

Volltext bestellen

Fitting micro-kinetic models to transient kinetics of temporal analysis of product reactors using kinetics-informed neural networks von Dingqi Nai, Gusmão, Gabriel S, Kilwein, Zachary A, Boukouvala, Fani, Medford, Andrew J

Volltext