HL-nets: Physics-informed neural networks for hydrodynamic lubrication with cavitation
Yiqian Cheng, Qiang He, Weifeng Huang, Ying Liu, Yanwen Li, Decai Li
Topics & Concepts
CavitationArtificial neural networkLubricationConstraint (computer-aided design)Jacobian matrix and determinantResidualPartial differential equationApplied mathematicsMathematicsComputer scienceArtificial intelligenceAlgorithmMathematical analysisMechanicsEngineeringPhysicsMechanical engineeringGeometryModel Reduction and Neural NetworksHeat Transfer MechanismsHydraulic and Pneumatic Systems