Physics Informed Deep Learning: Applications to well opening and closing events. (Physics Informed Deep Learning: Applications aux évenements d'ouverture et de fermeture de puits). - Antoine Lechevallier (2024)

Hybrid Newton method for the acceleration of well event handling in the simulation of CO2 storage using supervised learning. - Antoine Lechevallier; Sylvain Desroziers; Thibault Faney; Eric Flauraud; Frédéric Nataf (Comput. Geosci., 2025)