dimitra-maoutsa / DeterministicParticleFlowControlLinks
Repository for Deterministic Particle Flow Control framework
☆10Updated 2 years ago
Alternatives and similar repositories for DeterministicParticleFlowControl
Users that are interested in DeterministicParticleFlowControl are comparing it to the libraries listed below
Sorting:
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆24Updated 2 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆40Updated 7 months ago
- Benchmark for learning stiff problems using physics-informed machine learning☆12Updated 3 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆14Updated 5 months ago
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Updated 11 months ago
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆14Updated 6 months ago
- Differentiable interface to FEniCS for JAX☆54Updated 4 years ago
- ☆29Updated 2 years ago
- Stiff Neural Ordinary Differential Equations☆34Updated 2 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Updated 3 years ago
- ☆11Updated 3 years ago
- Tutorial materials of the Probabilistic Numerics Spring School.☆34Updated 2 years ago
- Code for the paper "Variational Monte Carlo Approach to Partial Differential Equations with Neural Networks" (https://arxiv.org/abs/2206.…☆10Updated 2 years ago
- Implementation of Action Matching for the Schrödinger equation☆24Updated 2 years ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆12Updated 2 years ago
- an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets☆22Updated last year
- ☆52Updated 2 years ago
- ☆10Updated 3 years ago
- Website for the book "The Elements of Differentiable Programming".☆13Updated 9 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆38Updated 2 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 3 years ago
- A generic interface for linear algebra backends☆73Updated 3 months ago
- Matrix-free linear algebra in JAX.☆125Updated last month
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Updated 5 years ago
- Convolutional Differential Operators for Physics-based Deep Learning Study☆25Updated 10 months ago
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networks☆10Updated 2 years ago
- Library for normalizing flows and neural flows.☆24Updated 3 years ago