rkansal47 / MPGANLinks
The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds
☆13Updated 3 months ago
Alternatives and similar repositories for MPGAN
Users that are interested in MPGAN are comparing it to the libraries listed below
Sorting:
- For developing and reproducing ML + HEP projects.☆22Updated last week
- Lorentz group equivariant autoencoders based on Lorentz Group Network☆11Updated 2 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆63Updated 6 months ago
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆47Updated 5 years ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆69Updated 6 months ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆26Updated last year
- ☆35Updated last year
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- ☆13Updated 4 years ago
- About code release of "Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains"☆31Updated last month
- Code for the paper "Rational neural networks", NeurIPS 2020☆28Updated 4 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- A spherical convolutional neural network for cosmology (TFv1).☆133Updated 4 years ago
- Variational Autoencoder for Particle Physics using Earth-Movers Distance☆13Updated 2 years ago
- DeepSphere: a graph-based spherical CNN (PyTorch)☆161Updated 3 years ago
- FNAL LPC Machine Learning HATS☆18Updated 5 months ago
- ☆125Updated 2 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆20Updated 4 years ago
- MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution☆107Updated 4 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆90Updated this week
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆40Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Running PDEs on graph☆29Updated 2 years ago
- Lie Algebra Convolutional Network implementation☆43Updated 3 years ago
- PyTorch examples for NERSC systems☆32Updated 8 months ago
- ML-based turbulence modeling for astrophysics☆14Updated last year
- ☆10Updated 2 years ago
- ☆15Updated 2 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆97Updated last year