cphyc / FyeldGenerator
Easily generate random fields
☆18Updated 2 weeks ago
Alternatives and similar repositories for FyeldGenerator:
Users that are interested in FyeldGenerator are comparing it to the libraries listed below
- Generator of 2D gaussian random fields☆50Updated 2 years ago
- Bootcamp notebooks☆52Updated 10 months ago
- ☆48Updated this week
- ☆100Updated this week
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated last month
- Numerical differentiation with regularization, allowing differentiation of noisy data without amplifying noise. Uses total variation and …☆30Updated 6 years ago
- Differentiable interface to FEniCS for JAX☆53Updated 3 years ago
- Codes associated with the manuscript titled "Multi-stage neural networks: Function approximator of machine precision"☆38Updated 11 months ago
- Finite volume based solver for Advection-Diffusion Equation solver using only Python☆11Updated 4 years ago
- Statistics of Turbulence Python Package☆63Updated 2 months ago
- ☆47Updated last year
- ☆35Updated last year
- A library for high-level algorithmic differentiation☆18Updated 2 weeks ago
- A library for dimensionality reduction on spatial-temporal PDE☆64Updated 11 months ago
- Practicum on Supervised Learning in Function Spaces☆32Updated 3 years ago
- Pseudospectral Kolmogorov Flow Solver☆37Updated last year
- ☆14Updated last year
- Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.☆34Updated last year
- Python 2D Navier-Stokes solver☆15Updated last month
- Kernel methods for statistical modeling of dynamical systems☆24Updated 2 months ago
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆28Updated last month
- PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.☆10Updated 2 years ago
- ☆16Updated 2 months ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 3 years ago
- ☆39Updated 2 years ago
- ☆34Updated 3 years ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆13Updated 9 months ago
- A Python module that implements tools for the simulation and identification of random fields using the Karhunen-Loeve expansion represent…☆20Updated 8 years ago
- A Python library for training neural ODEs.☆20Updated last month
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆83Updated 3 years ago