Michael Penwarden

1. Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils
   2023/02/02 by Khemraj Shukla, Shukla, Khemraj, Vivek Oommen +13 · 2 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Heat Transfer Mechanisms
2. Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks
   2022/10/23 by Shibo Li, Michael Penwarden, Li, Shibo +6 · 2 citations
   Computer Science · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks