Sim‐Net: Simulation Net for Solving Seepage Equation Under Unsteady Boundary

D Li, E Chen, Y Xu, W Zha, L Shen… - International Journal for …, 2024 - Wiley Online Library
The seepage equation plays a crucial role in fields such as groundwater management,
petroleum engineering, and civil engineering. Currently, physical‐informed neural networks …

[PDF][PDF] Physics-informed neural networks for modelling groundwater flow in unconfined aquifers

AG Virupaksha, M Fahs, F Lehmann, T Nagel, H Hoteit - researchgate.net
Résumé Physics-informed neural networks (PINNs) are a class of machine learning models
that incorporate physical laws or principles into the neural network architecture (1). These …