Physics-guided neural networks with engineering domain knowledge for hybrid process modeling E Gallup, T Gallup, K Powell Computers & Chemical Engineering 170, 108111, 2023 | 15 | 2023 |
Transformer Neural Networks with Spatiotemporal Attention for Predictive Control and Optimization of Industrial Processes ER Gallup, JF Tuttle, J Immonen, B Billings, KM Powell 2024 American Control Conference (ACC), 382-387, 2024 | 2 | 2024 |
Enhancing Fault Detection with Clustering and Covariance Analysis E Gallup, T Quah, D Machalek, KM Powell IFAC-PapersOnLine 55 (2), 258-263, 2022 | 2 | 2022 |
Optimizing Affordable Electrified Multifamily Housing: A Novel Non-Cooperative Stackelberg Game Approach for Grid Profitability and Tenant Affordability M Williams, E Gallup, C Parker, B Billings, K Powell 2024 AIChE Annual Meeting, 2024 | | 2024 |
Effects of input gradient regularization on neural networks time-series forecasting of thermal power systems ER Gallup, J Tuttle, KM Powell Computers & Chemical Engineering 189, 108787, 2024 | | 2024 |