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dynamics-simulation

Here are 4 public repositories matching this topic...

KHU-MASLAB / cNN-DP_deprecated

cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.

pytorch impulse-response multibody-dynamics nonlinear-dynamics dynamics-simulation surrogate-modelling data-driven-model surrogate-models multibody-simulation

Updated Feb 7, 2023
Python

KHU-MASLAB / cNN-DP

A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives

pytorch impulse-response multibody-dynamics nonlinear-dynamics dynamics-simulation data-driven-model surrogate-models surrogate-modeling

Updated Jun 12, 2023
Python

leehyeonbeen / cNN-DP

A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives

impulse-response differential-equations nonlinear-dynamics dynamics-simulation chaotic-systems surrogate-modelling data-driven-model surrogate-models nonlinear-systems

Updated Jun 19, 2023
Python

leehyeonbeen / cNN-DP_deprecated

cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.

pytorch impulse-response multibody-dynamics nonlinear-dynamics dynamics-simulation surrogate-modelling data-driven-model surrogate-models

Updated Feb 6, 2023
Python

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