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The neural particle method – An updated Lagrangian physics informed neural network for computational fluid dynamics

Henning Wessels, Christian Weißenfels, Peter Wriggers

2020Computer Methods in Applied Mechanics and Engineering142 citationsDOIOpen Access PDF

Topics & Concepts

Inviscid flowAnsatzArtificial neural networkPartial differential equationEuler equationsNumerical analysisScalar (mathematics)Computer scienceDynamical systems theoryApplied mathematicsMathematicsPhysicsClassical mechanicsArtificial intelligenceMathematical analysisGeometryMathematical physicsQuantum mechanicsModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesNumerical methods in engineering
The neural particle method – An updated Lagrangian physics informed neural network for computational fluid dynamics | Litcius