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physical-simulation
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10 search results found
Ipc
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493
Incremental Potential Contact (IPC) is for robust and accurate time stepping of nonlinear elastodynamics. IPC guarantees intersection- and inversion-free trajectories regardless of materials, time-step sizes, velocities, or deformation severity.
Thermodynamicsgnn
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62
Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).
Isogcn Iclr2021
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28
IsoGCN code for ICLR2021
Structurepreservingnn
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15
Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).
Deeplearningmor
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11
Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechanics and Engineering (CMAME).
Nn Benchmark
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10
An extensible benchmark suite to evaluate data-driven physical simulation
Openmps
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10
Open source implemention of Moving Particle Semi-implcit (MPS) method
Physics_world_rl
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8
Implementation of CogSci 2019 paper 'Active physical learning via reinforcement learning'
Mpm_solver
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8
mpm_solver
Teg_applications
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7
Applications of the Teg differentiable programming language to problems spanning graphics and physical simulation.
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