SMTorg / smt
Surrogate Modeling Toolbox
☆710Updated last week
Alternatives and similar repositories for smt:
Users that are interested in smt are comparing it to the libraries listed below
- UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical s…☆284Updated last month
- Chaospy - Toolbox for performing uncertainty quantification.☆455Updated last week
- Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.☆898Updated last week
- Uncertainty treatment library☆246Updated last week
- pyOptSparse is an object-oriented framework for formulating and solving nonlinear constrained optimization problems in an efficient, reus…☆230Updated last month
- Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.☆226Updated 2 years ago
- Python package for solving partial differential equations using finite differences.☆422Updated last week
- Surrogate Optimization Toolbox for Python☆205Updated 3 years ago
- A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model…☆459Updated 5 months ago
- Design of experiments for Python☆273Updated 3 years ago
- Simple finite element assemblers☆524Updated 2 months ago
- Design of experiments for Python☆154Updated last year
- pyMOR - Model Order Reduction with Python☆313Updated this week
- Python Dynamic Mode Decomposition☆915Updated 2 weeks ago
- ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.☆276Updated 2 weeks ago
- FiPy is a Finite Volume PDE solver written in Python☆526Updated last month
- OpenMDAO repository.☆578Updated last week
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆212Updated 2 months ago
- Physics-Informed Neural networks for Advanced modeling☆417Updated this week
- Source files and published documents for the FEniCS tutorial.☆359Updated 3 years ago
- Introduction to Uncertainty Quantification☆244Updated 2 years ago
- A Bayesian optimization toolbox built on TensorFlow☆226Updated this week
- This is an implementation of Deutsch and Deutsch, "Latin hypercube sampling with multidimensional uniformity", Journal of Statistical Pla…☆81Updated 4 years ago
- A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, exper…☆615Updated 3 months ago
- ☆239Updated 2 years ago
- constrained nonlinear optimization for scientific machine learning, UQ, and AI☆473Updated this week
- Spectral Navier Stokes (and similar) solvers in Python☆307Updated last year
- PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks☆301Updated 11 months ago
- High performance computational platform in Python for the spectral Galerkin method☆209Updated last month
- Python package for numerical derivatives and partial differential equations in any number of dimensions.☆457Updated last week