Physics-Aware Deep-Learning-Based Proxy Reservoir Simulation Model Equipped With State and Well Output Prediction. - Emilio Jose Rocha Coutinho; Marcelo Dall'Aqua; Eduardo Gildin (Frontiers Appl. Math. Stat., 2021)

Physics-informed neural networks with adaptive localized artificial viscosity. - Emilio Jose Rocha Coutinho; Marcelo Dall'Aqua; Levi D. McClenny; Ming Zhong 008; Ulisses Braga-Neto; Eduardo Gildin (J. Comput. Phys., 2023)