paulcon / active_subspacesLinks
Python Active-subspaces Utility Library
☆75Updated 5 years ago
Alternatives and similar repositories for active_subspaces
Users that are interested in active_subspaces are comparing it to the libraries listed below
Sorting:
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Sandia Uncertainty Quantification Toolkit☆84Updated 10 months ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆75Updated 3 weeks ago
- Multi Fidelity Monte Carlo☆24Updated 5 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.☆97Updated 2 weeks ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆147Updated 5 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 2 months ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 6 years ago
- ☆51Updated this week
- ☆54Updated 2 years ago
- PyTorch-FEniCS interface☆103Updated 4 years ago
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆63Updated last month
- The algorithmic differentation tool pyadjoint and add-ons.☆114Updated last week
- PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds paralle…☆178Updated 2 months ago
- Easy Reduced Basis method☆89Updated last week
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆55Updated 2 years ago
- Numerically solve the Fokker-Planck equation in N dimensions☆95Updated last month
- High performance computational platform in Python for the spectral Galerkin method☆222Updated last week
- Active Subspace Data Sets☆33Updated 8 years ago
- The VECMA toolkit for creating surrogate models of multiscale systems.☆20Updated 10 months ago
- Spectral Methods in Python☆60Updated 6 months ago
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆65Updated this week
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆73Updated 5 years ago
- Modred main repository☆79Updated 4 years ago
- Analysis of initial value ODE solvers☆82Updated last year
- RBniCS - reduced order modelling in FEniCS (legacy)☆113Updated 8 months ago
- Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.☆68Updated 8 years ago