pnkraemer / million-dimension-prob-ode-solver-experimentsLinks
☆10Updated 3 years ago
Alternatives and similar repositories for million-dimension-prob-ode-solver-experiments
Users that are interested in million-dimension-prob-ode-solver-experiments are comparing it to the libraries listed below
Sorting:
- Efficient Differentiable n-d PDE solvers in JAX.☆40Updated 7 months ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Updated 4 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
- TorchFSM: Fourier Spectral Method with PyTorch☆44Updated 2 weeks ago
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆10Updated last year
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆49Updated 2 months ago
- Repository for Deterministic Particle Flow Control framework☆10Updated 2 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- Convolutional Differential Operators for Physics-based Deep Learning Study☆25Updated 10 months ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆128Updated 9 months ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆24Updated 2 years ago
- Matrix-free linear algebra in JAX.☆125Updated last month
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 5 months ago
- Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)☆19Updated 3 years ago
- Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.☆11Updated last year
- Supplementary code for the paper "Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces"☆43Updated last year
- ☆32Updated 11 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated last year
- Tutorial materials of the Probabilistic Numerics Spring School.☆34Updated 2 years ago
- Website for the book "The Elements of Differentiable Programming".☆13Updated 9 months ago
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆14Updated 6 months ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Neural Emulator Architectures in JAX.☆16Updated 7 months ago
- Differentiable interface to FEniCS for JAX☆54Updated 4 years ago
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆30Updated last year
- A software package for flexible HPC GPs☆16Updated this week
- Methods and experiments for assumed density SDE approximations☆12Updated 3 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Code for the book "The Elements of Differentiable Programming".☆88Updated this week
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networks☆10Updated 2 years ago