Physics-guided neural networks with engineering domain knowledge for hybrid process modeling. - Ethan Gallup; Tyler Gallup; Kody M. Powell (Comput. Chem. Eng., 2023)

Transformer Neural Networks with Spatiotemporal Attention for Predictive Control and Optimization of Industrial Processes. - Ethan Gallup; Jacob F. Tuttle; Jake Immonen; Blake W. Billings; Kody M. Powell (ACC, 2024)

Effects of input gradient regularization on neural networks time-series forecasting of thermal power systems. - Ethan Gallup; Jake F. Tuttle; Kody M. Powell (Comput. Chem. Eng., 2024)