Litcius/Paper detail

Wasserstein generative adversarial uncertainty quantification in physics-informed neural networks

Yihang Gao, Michael K. Ng

2022Journal of Computational Physics33 citationsDOIOpen Access PDF

Topics & Concepts

Generative grammarAdversarial systemArtificial neural networkUncertainty quantificationStatistical physicsGenerative adversarial networkComputer scienceArtificial intelligenceMathematicsApplied mathematicsPhysicsMachine learningDeep learningModel Reduction and Neural NetworksAdversarial Robustness in Machine LearningNuclear reactor physics and engineering