PredictiveScienceLab / data-analytics-seLinks
ME 539 - Introduction to Scientific Machine Learning
☆122Updated last month
Alternatives and similar repositories for data-analytics-se
Users that are interested in data-analytics-se are comparing it to the libraries listed below
Sorting:
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆65Updated last week
- ☆116Updated 6 years ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆147Updated 5 years ago
- ME 697 - Advanced Scientific Machine Learning☆25Updated 5 months ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical s…☆328Updated last month
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆178Updated 4 years ago
- ☆194Updated 6 months ago
- The VECMA toolkit for creating surrogate models of multiscale systems.☆19Updated 8 months ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆75Updated 3 months ago
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆117Updated last year
- ☆262Updated 2 years ago
- Introduction to Uncertainty Quantification☆255Updated 3 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Sandia Uncertainty Quantification Toolkit☆83Updated 9 months ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆49Updated 5 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆158Updated last year
- Python Active-subspaces Utility Library☆74Updated 5 years ago
- ☆206Updated last year
- ☆54Updated 2 years ago
- Easy Reduced Basis method☆87Updated last month
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆59Updated 4 years ago
- Multi Fidelity Monte Carlo☆23Updated 5 years ago
- Introductory workshop on PINNs using the harmonic oscillator☆129Updated 5 months ago
- mathLab mirror of Python Dynamic Mode Decomposition☆105Updated 7 months ago
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆78Updated 3 years ago
- Numerically solve the Fokker-Planck equation in N dimensions☆94Updated last year
- Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.☆97Updated last month
- ETH Zürich AI in the Sciences and Engineering Master's course 2024☆39Updated last year
- Multi-fidelity reduced-order surrogate modeling☆25Updated 3 months ago