Article-Journal

Hybrid Newton method for the acceleration of well event handling in the simulation of CO2 storage using supervised learning

Parametrization and Cartesian representation techniques for robust resolution of chemical equilibria

Machine Learning Model for Gas–Liquid Interface Reconstruction in CFD Numerical Simulations

An implicit GNN solver for Poisson-like problems

NNEoS : Neural network-based thermodynamically consistent equation of state for fast and accurate flash calculations

Machine learning model predicting hydrothermal dolomitisation for future coupling of basin modelling and geochemical simulations

Clustering-Enhanced Deep Learning Method for Computation of Full Detailed Thermochemical States via Solver-Based Adaptive Sampling

PTFlash : A vectorized and parallel deep learning framework for two-phase flash calculation