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Model reduction for the material point method via an implicit neural representation of the deformation map

Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun, Kevin Carlberg

2023Journal of Computational Physics13 citationsDOI

Topics & Concepts

DiscretizationNonlinear systemKinematicsTangent spaceMathematicsSpeedupAlgorithmReduction (mathematics)Projection (relational algebra)Vector fieldComputer scienceMathematical analysisApplied mathematicsGeometryClassical mechanicsPhysicsOperating systemQuantum mechanicsModel Reduction and Neural NetworksFluid Dynamics Simulations and InteractionsFluid Dynamics and Vibration Analysis
Model reduction for the material point method via an implicit neural representation of the deformation map | Litcius