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GitHub topics: physical-simulation

AI4Science-WestlakeU/wdno

[ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models for generative PDE simulation and control.

Language: Python - Size: 1.61 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 16 - Forks: 0

cda-tum/mnt-siqad-plugins

Physical Simulation Engines for Silicon Dangling Bonds

Language: C++ - Size: 484 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 15 - Forks: 0

harry7557558/Graphics

Source files for my experiments not limited to computer graphics.

Language: C++ - Size: 621 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 11 - Forks: 3

AI4Science-WestlakeU/diffphycon

[NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems

Language: Jupyter Notebook - Size: 6.66 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 31 - Forks: 3

Eltaurus-Lt/ChaosAndCats

University course on Mathematical Modelling and Scientific Visualisation (WiP)

Language: Mathematica - Size: 53.7 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

hanjq17/SGNN

[NeurIPS 2022] The implementation for the paper "Learning Physical Dynamics with Subequivariant Graph Neural Networks".

Language: Python - Size: 11.4 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 29 - Forks: 1

ChezJrk/teg_applications

Applications of the Teg differentiable programming language to problems spanning graphics and physical simulation.

Language: Python - Size: 67.5 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 2

quercushernandez/ThermodynamicsGNN

Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).

Language: Python - Size: 172 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 88 - Forks: 18

JustLuoxi/HairAirSimulation

This is our course homework. I create a physical simulation program to demonstrate the dynamics of human hair under the influence of air flow.

Language: C++ - Size: 26.3 MB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

ipc-sim/IPC

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.

Language: C++ - Size: 163 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 532 - Forks: 72

JaeHyunLee94/mpm_solver

mpm_solver

Language: C++ - Size: 222 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 0

AI4Science-WestlakeU/cindm

[ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen in training for physical simulation

Language: Jupyter Notebook - Size: 42.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 14 - Forks: 2

Colmar-zlicheng/Spring-Gaus

Reconstruction and Simulation of Elastic Objects with Spring-Mass 3D Gaussians

Language: Python - Size: 1000 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

AI4Science-WestlakeU/le-pde-uq

[AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both forward and inverse problems.

Language: Jupyter Notebook - Size: 14.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

yellowshippo/penn-neurips2022

PENN code for NeurIPS 2022

Language: Python - Size: 36.7 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 1

yellowshippo/isogcn-iclr2021

IsoGCN code for ICLR2021

Language: Python - Size: 41.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 42 - Forks: 6

quercushernandez/DeepLearningMOR

Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechanics and Engineering (CMAME).

Language: Python - Size: 85.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 2

sagarverma/MotorViz

Visualize different modules related to motor control and operations.

Language: JavaScript - Size: 10.5 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

sagarverma/MotorSim

Simulink model and python interface to simulate electrical motor operations.

Language: Python - Size: 806 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

openmps/openmps

Open source implemention of Moving Particle Semi-implcit (MPS) method

Language: C++ - Size: 884 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 6

karlotness/nn-benchmark

An extensible benchmark suite to evaluate data-driven physical simulation

Language: Python - Size: 3.91 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 2

quercushernandez/StructurePreservingNN

Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).

Language: Python - Size: 9.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 3

barnabycollins/PSCI 📦

Coursework for my Y3 Parallel Scientific Computing I module! Working on parallel physical simulations in C++ using OpenMP for parallelisation.

Language: C++ - Size: 2.55 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

allenlsj/physics_world_rl

Implementation of CogSci 2019 paper 'Active physical learning via reinforcement learning'

Language: Python - Size: 3.39 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 4

Related Keywords
physical-simulation 24 pde 4 machine-learning 4 deep-learning 4 generic 3 neural-network 3 paper 3 paper-implementation 3 graph-neural-network 2 simulation 2 numerical-integration 2 diffusion-models 2 physical-systems-control 2 equivariant-network 1 uncertainty-quantification 1 learning-simulation 1 gaussian-splatting 1 digital-assets 1 inverse-design 1 compositional 1 photoshop 1 numerical-optimization 1 optimization-time-integrator 1 physics-based-animation 1 siggraph 1 graphics 1 mpm 1 material-point-method 1 reinforcement-learning 1 probabilistic-inference 1 active-learning 1 openmp-parallelization 1 openmp-parallelisation 1 openmp 1 c-plus-plus 1 c 1 scientific-computing 1 particle-simulation 1 mps 1 cfd 1 cae 1 simulink 1 python 1 physics 1 induction-motor 1 electrical-motors 1 visualization 1 reactjs 1 flask-application 1 dynamical-systems 1 pde-solver 1 neural-networks 1 mathematical-modelling 1 illustrator-cs6 1 illustrator-cc 1 graphics-programming 1 generative-ai 1 after-effects 1 3d-graphics 1 planning 1 ray-tracing 1 procedural-modeling 1 numerical-analysis 1 mesh-generation 1 curve-fitting 1 computational-geometry 1 art 1 3d-reconstruction 1 post-cmos 1 nanocomputing 1 emerging-tech 1 interior-point-method 1 elastodynamics 1 constrained-optimization 1 computer-graphics 1 computer-animation 1 barrier-method 1 hair 1 dynamic 1 animation 1 air 1 trajectory-optimization 1 thresholded-perlin-shader 1 differentiable-rendering 1 differentiable-programming 1 symmetry 1 graph-neural-networks 1 wolfram-mathematica 1 web-design 1 unreal-engine-5 1 stable-diffusion 1 procedural-generation 1