Litcius/Paper detail

Physics-informed neural networks for solving inverse problems in phase field models

Bo-Wei Zhao, Dongke Sun, Hong‐Hui Wu, Chao Qin, Qingguo Fei

2025Neural Networks18 citationsDOI

Topics & Concepts

Inverse problemInversion (geology)Artificial neural networkInverseComputer scienceStatistical physicsBenchmark (surveying)Applied mathematicsArtificial intelligencePhysicsMathematicsMathematical analysisGeometryPaleontologyBiologyStructural basinGeographyGeodesyModel Reduction and Neural NetworksMachine Learning in Materials ScienceMagnetic Properties and Applications
Physics-informed neural networks for solving inverse problems in phase field models | Litcius