Learning to solve PDEs with finite volume-informed neural networks in a data-free approach
Tianyu Li, Yiye Zou, Shufan Zou, Xinghua Chang, Laiping Zhang, Xiaogang Deng
Topics & Concepts
Artificial neural networkFinite volume methodComputer scienceVolume (thermodynamics)Applied mathematicsCalculus (dental)Artificial intelligenceMathematicsAlgebra over a fieldTheoretical computer scienceMathematical optimizationPure mathematicsPhysicsQuantum mechanicsMedicineMechanicsDentistryModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesProbabilistic and Robust Engineering Design