Litcius/Paper detail

GPT-PINN: Generative Pre-Trained Physics-Informed Neural Networks toward non-intrusive Meta-learning of parametric PDEs

Yanlai Chen, Shawn Koohy

2023Finite Elements in Analysis and Design53 citationsDOI

Topics & Concepts

Parametric statisticsArtificial neural networkComputer scienceArtificial intelligenceNonlinear systemSet (abstract data type)Activation functionRepresentation (politics)Function (biology)Machine learningMathematicsPhysicsEvolutionary biologyQuantum mechanicsStatisticsPolitical scienceBiologyPoliticsLawProgramming languageModel Reduction and Neural NetworksHeat Transfer and Optimization