Litcius/Paper detail

ReF-nets: Physics-informed neural network for Reynolds equation of gas bearing

Liangliang Li, Yunzhu Li, Qiuwan Du, Tianyuan Liu, Yonghui Xie

2022Computer Methods in Applied Mechanics and Engineering45 citationsDOI

Topics & Concepts

InterpretabilityArtificial intelligenceArtificial neural networkUnsupervised learningMachine learningField (mathematics)Deep learningReynolds numberSemi-supervised learningPartial differential equationComputer scienceSupervised learningMathematicsPhysicsMathematical analysisTurbulencePure mathematicsThermodynamicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsHydraulic and Pneumatic Systems