mikkelbue / tinyDALinks
Multilevel Delayed Acceptance MCMC sampler with finite-length subchains, modern transition kernels and adaptive error modelling.
☆16Updated 3 months ago
Alternatives and similar repositories for tinyDA
Users that are interested in tinyDA are comparing it to the libraries listed below
Sorting:
- Python Active-subspaces Utility Library☆76Updated 5 years ago
- UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical s…☆341Updated last month
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆77Updated 2 months ago
- A Python toolbox for Bayesian inference and generative sampling, implementing triangular transport maps from samples.☆11Updated 5 months ago
- ☆52Updated this week
- Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.☆98Updated this week
- ☆117Updated this week
- Sandia Uncertainty Quantification Toolkit☆84Updated last year
- An Extensible Software Framework for Large-Scale Inverse Problems☆157Updated 3 weeks ago
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆68Updated last month
- UM-Bridge (the UQ and Model Bridge) provides a unified interface for numerical models that is accessible from virtually any programming l…☆39Updated last month
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 6 years ago
- Material for workshop and autumn school on scientific machine learning 2023☆21Updated 2 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆162Updated last year
- High performance computational platform in Python for the spectral Galerkin method☆223Updated 3 weeks ago
- Monotone Parameterization Toolkit (MParT): A core library for constructing and using transport maps.☆18Updated last month
- Easy Reduced Basis method☆92Updated this week
- ME 539 - Introduction to Scientific Machine Learning☆122Updated last month
- Python package for solving partial differential equations using finite differences.☆452Updated this week
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆70Updated 2 years ago
- pyMOR - Model Order Reduction with Python☆338Updated this week
- PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds paralle…☆180Updated 4 months ago
- Introduction to declarative PDE solvers☆41Updated 4 years ago
- The VECMA toolkit for creating surrogate models of multiscale systems.☆20Updated 11 months ago
- Bootcamp notebooks☆62Updated 5 months ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆60Updated 3 years ago
- Spectral Navier Stokes (and similar) solvers in Python☆341Updated 2 years ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆148Updated 5 years ago
- Easily generate random fields☆20Updated last week
- Chaospy - Toolbox for performing uncertainty quantification.☆468Updated 4 months ago