physical-simulation

There are 0 repository under physical-simulation topic.

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.
computer-graphics computer-animation physics-based-animation physical-simulation elastodynamics optimization-time-integrator numerical-optimization constrained-optimization barrier-method interior-point-method siggraph
Language:C++ 544
quercushernandez / ThermodynamicsGNN
Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).
neural-network generic paper paper-implementation physical-simulation
Language:Python 88
Colmar-zlicheng / Spring-Gaus
[ECCV 2024] Reconstruction and Simulation of Elastic Objects with Spring-Mass 3D Gaussians
digital-assets gaussian-splatting physical-simulation
Language:Python 58
yellowshippo / isogcn-iclr2021
IsoGCN code for ICLR2021
deep-learning graph-neural-network machine-learning physical-simulation
Language:Python 45
yellowshippo / penn-neurips2022
PENN code for NeurIPS 2022
deep-learning equivariant-network graph-neural-network machine-learning pde-solver physical-simulation
Language:Python 35
openmps
openmps / openmps
Open source implemention of Moving Particle Semi-implcit (MPS) method
cfd mps cae physical-simulation particle-simulation
Language:C++ 26
hanjq17 / SGNN
[NeurIPS 2022] The implementation for the paper "Learning Physical Dynamics with Subequivariant Graph Neural Networks".
graph-neural-networks physical-simulation symmetry
Language:Python 25
karlotness / nn-benchmark
An extensible benchmark suite to evaluate data-driven physical simulation
scientific-computing machine-learning numerical-integration physical-simulation
Language:Python 24
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
compositional inverse-design pde physical-simulation
Language:Jupyter Notebook 22
quercushernandez / StructurePreservingNN
Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).
physical-simulation neural-network generic paper paper-implementation
Language:Python 17
JaeHyunLee94 / mpm_solver
mpm_solver
graphics material-point-method mpm numerical-integration physical-simulation simulation
Language:C++ 15
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).
neural-network paper generic physical-simulation paper-implementation
Language:Python 14
ChezJrk / teg_applications
Applications of the Teg differentiable programming language to problems spanning graphics and physical simulation.
thresholded-perlin-shader differentiable-rendering trajectory-optimization physical-simulation differentiable-programming
Language:Python 11
harry7557558 / Graphics
Source files for my experiments not limited to computer graphics.
art computational-geometry curve-fitting mesh-generation numerical-analysis physical-simulation procedural-modeling ray-tracing deep-learning 3d-reconstruction
Language:C++ 11
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.
machine-learning pde physical-simulation uncertainty-quantification learning-simulation
Language:Jupyter Notebook 10
allenlsj / physics_world_rl
Implementation of CogSci 2019 paper 'Active physical learning via reinforcement learning'
reinforcement-learning active-learning physical-simulation probabilistic-inference
Language:Python 7
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.
dynamic animation physical-simulation hair air
Language:C++ 2
sagarverma / MotorSim
Simulink model and python interface to simulate electrical motor operations.
electrical-motors simulink python simulation physical-simulation physics induction-motor
Language:Python 1
sagarverma / MotorViz
Visualize different modules related to motor control and operations.
reactjs visualization flask-application deep-learning physical-simulation dynamical-systems
Language:JavaScript 1
barnabycollins / PSCI
Coursework for my Y3 Parallel Scientific Computing I module! Working on parallel physical simulations in C++ using OpenMP for parallelisation.
c c-plus-plus openmp openmp-parallelisation openmp-parallelization physical-simulation
Language:C++

physical-simulation

ipc-sim / IPC

quercushernandez / ThermodynamicsGNN

Colmar-zlicheng / Spring-Gaus

yellowshippo / isogcn-iclr2021

yellowshippo / penn-neurips2022

openmps / openmps

hanjq17 / SGNN

karlotness / nn-benchmark

AI4Science-WestlakeU / cindm

quercushernandez / StructurePreservingNN

JaeHyunLee94 / mpm_solver

quercushernandez / DeepLearningMOR

ChezJrk / teg_applications

harry7557558 / Graphics

AI4Science-WestlakeU / le-pde-uq

allenlsj / physics_world_rl

JustLuoxi / HairAirSimulation

sagarverma / MotorSim

sagarverma / MotorViz

barnabycollins / PSCI