Litcius/Paper detail

A novel meta-learning initialization method for physics-informed neural networks

Xu Liu, Xiaoya Zhang, Wei Peng, Weien Zhou, Wen Yao

2022Neural Computing and Applications78 citationsDOIOpen Access PDF

Topics & Concepts

InitializationComputer scienceArtificial neural networkParameterized complexityArtificial intelligencePartial differential equationMachine learningAlgorithmMathematical optimizationMathematicsMathematical analysisProgramming languageModel Reduction and Neural NetworksNeural Networks and ApplicationsComputational Physics and Python Applications