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:
- ME 697 - Advanced Scientific Machine Learning☆24Updated 4 months ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆81Updated last week
- Introduction to Data Science for Mechanical Engineers☆23Updated this week
- ☆18Updated 4 years ago
- ☆49Updated last week
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 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
- Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.☆97Updated last month
- ☆73Updated last year
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.☆35Updated last year
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆19Updated 6 years ago
- Reduced-order modelling using an atlas of charts☆27Updated 2 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆104Updated this week
- ☆18Updated 4 years ago
- Educational materials to learn how to employ Bayesian optimization techniques for parameter estimation of computational and statistical m…☆14Updated 2 years ago
- A Python library for training neural ODEs.☆25Updated 7 months ago
- Generator of 2D gaussian random fields☆50Updated 3 years ago
- Pressure from PIV☆14Updated 3 years ago
- Easily generate random fields☆20Updated last week
- Dynamic Mode Decomposition☆60Updated 8 years ago
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆73Updated 4 years ago
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆12Updated 4 months ago
- Open-source pipeline to create augmented reality (AR) models from scientific data☆24Updated 2 years ago
- Sandia Uncertainty Quantification Toolkit☆83Updated 8 months ago
- AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in …☆138Updated 2 months ago
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆59Updated 4 months ago
- ME 539 - Introduction to Scientific Machine Learning☆122Updated 2 weeks ago
- Methods for numerical differentiation of noisy data in python☆122Updated last week
- Numerical simulation of magnetohydrodynamics.☆34Updated 4 years ago