NX-AI / NeuralDEM
Real-time Simulation of Industrial Particulate Flows
☆14Updated 4 months ago
Alternatives and similar repositories for NeuralDEM:
Users that are interested in NeuralDEM are comparing it to the libraries listed below
- ☆12Updated last year
- ☆21Updated 3 weeks ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆27Updated 5 months ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆29Updated last year
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆23Updated last year
- ☆52Updated this week
- Open-source CFD-DEM library for arbitrarily shaped solids☆17Updated 6 months ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- machine learning-accelerated computational fluid dynamics☆18Updated 3 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆23Updated 11 months ago
- OpenFOAM and Machine Learning Hackathon☆67Updated 2 weeks ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- ALPACA: Adaptive Level-set PArallel Code☆19Updated 2 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆30Updated 2 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆48Updated 2 months ago
- ☆16Updated 3 months ago
- This repository contains a Python script for analyzing STL geometry files using VTK. The script computes various geometric properties suc…☆18Updated 9 months ago
- An external library for OpenFOAM, containing a custom boundary condition for a velocity field behind cylinder.☆21Updated last year
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- ☆14Updated 7 months ago
- DEM-LBM code for fluid-particle simulations☆12Updated this week
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆56Updated 2 years ago
- Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations☆10Updated 5 years ago
- Deep reinforcement learning with OpenFOAM☆41Updated last year
- ITHACA-SEM - In real Time Highly Advanced Computational Applications for Spectral Element Methods☆20Updated 2 years ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- ☆28Updated last year
- A parallel lattice Boltzmann-immersed boundary-finite element (LIFE) solver for fluid-structure interaction.☆42Updated 2 years ago
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using Python.☆22Updated 4 years ago