mikkelbue / tinyDA
Multilevel Delayed Acceptance MCMC sampler with finite-length subchains, modern transition kernels and adaptive error modelling.
☆14Updated 2 weeks ago
Related projects: ⓘ
- ☆81Updated last week
- Monotone Parameterization Toolkit (MParT): A core library for constructing and using transport maps.☆12Updated 3 months ago
- UM-Bridge (the UQ and Model Bridge) provides a unified interface for numerical models that is accessible from virtually any programming l…☆33Updated this week
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆66Updated last week
- Introduction to declarative PDE solvers☆37Updated 2 years ago
- ☆42Updated last week
- Dimension reduced surrogate construction for parametric PDE maps☆36Updated last month
- The algorithmic differentation tool pyadjoint and add-ons.☆90Updated last week
- Update PDEKoopman code to Tensorflow 2☆22Updated 3 years ago
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆79Updated 3 years ago
- A Python module that implements tools for the simulation and identification of random fields using the Karhunen-Loeve expansion represent…☆18Updated 8 years ago
- Generator of 2D gaussian random fields☆48Updated 2 years ago
- Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.☆85Updated last month
- Sandia Uncertainty Quantification Toolkit☆70Updated 5 months ago
- Material for workshop and autumn school on scientific machine learning 2023☆18Updated 9 months ago
- Python Active-subspaces Utility Library☆67Updated 4 years ago
- ☆44Updated 10 months ago
- A simple finite volume tool for Julia☆42Updated last year
- A package for Gaussian random field generation in Julia☆64Updated 2 weeks ago
- Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.☆91Updated last year
- Finite volume method applied to the advection-diffusion equation☆36Updated 4 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆58Updated 5 months ago
- Large Eddy Simulation with dedalus☆33Updated 5 years ago
- Kore is a numerical tool to study time-periodic flows within rapidly rotating planets or other rotating fluids contained within near-sphe…☆9Updated this week
- Simple pseudospectral solver in Julia.☆16Updated 3 years ago
- Easily generate random fields☆16Updated last month
- Darcy flow and reservoir simulator based on Jutul.jl☆63Updated this week
- Utility functions for the automatic generation of nonlinear DG FEM formulations using UFL☆18Updated 9 months ago
- Python wrapper to some of Quadpack (numerical integration), which can be called from within numba functions.☆26Updated 4 months ago
- Simple walkthrough tutorial for getting started with petsc4py☆34Updated 13 years ago