SCIInstitute / UncertainSCILinks
☆11Updated last year
Alternatives and similar repositories for UncertainSCI
Users that are interested in UncertainSCI are comparing it to the libraries listed below
Sorting:
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆35Updated 4 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆81Updated this week
- ME 697 - Advanced Scientific Machine Learning☆25Updated 6 months ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- ☆19Updated 4 years ago
- Numfocus Google Summer of Code Materials☆13Updated last year
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- A Python library for training neural ODEs.☆25Updated 9 months ago
- Introduction to Data Science for Mechanical Engineers☆25Updated last month
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆12Updated 6 months ago
- Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.☆35Updated 2 years ago
- Educational materials to learn how to employ Bayesian optimization techniques for parameter estimation of computational and statistical m…☆14Updated 2 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- ☆19Updated 5 years ago
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆38Updated 7 months ago
- Sandia Uncertainty Quantification Toolkit☆84Updated 10 months ago
- Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.☆97Updated 3 weeks ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆55Updated 2 years ago
- Pressure from PIV☆14Updated 4 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 2 months ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated 2 years ago
- ☆74Updated last month
- ☆51Updated this week
- Lecture series on From magnetic resonance imaging to finite element simulation☆18Updated 3 years ago
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated last year
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆63Updated last month
- Reduced-order modelling using an atlas of charts☆27Updated 3 years ago
- Open-source pipeline to create augmented reality (AR) models from scientific data☆24Updated 2 years ago