Karhunen-Loeve Expansions for Gaussian Random Fields in Python
☆16Mar 24, 2014Updated 12 years ago
Alternatives and similar repositories for py-kle
Users that are interested in py-kle are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Python module that implements tools for the simulation and identification of random fields using the Karhunen-Loeve expansion represent…☆24Jun 21, 2016Updated 9 years ago
- The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimiza…☆11Dec 27, 2021Updated 4 years ago
- Fast, matrix-free isogeometric Galerkin method for Karhunen-Loeve approximation of random fields.☆11Mar 22, 2021Updated 5 years ago
- Deep autoregressive neural networks for high-dimensional inverse problems☆20May 7, 2019Updated 6 years ago
- A general FEM toolbox to analyze planar (2D) and 3D structures, including trusses, beams, frames, plane stress/strain, and 3D solid struc…☆13Dec 12, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Nov 20, 2019Updated 6 years ago
- A Matlab/Octave toolbox for stochastic Galerkin methods☆23Jun 1, 2021Updated 4 years ago
- Vortex Lattice for Aeroelasticity☆15Aug 10, 2017Updated 8 years ago
- Gaussian Process Random Fields☆22Oct 28, 2015Updated 10 years ago
- Parametric Gaussian Process Regression for Big Data☆46Feb 20, 2020Updated 6 years ago
- ☆25Nov 3, 2025Updated 6 months ago
- 地震作用下剪切型结构线性/非线性时程分析☆26Jun 2, 2019Updated 6 years ago
- Sampling via Moment Sharing☆11Jul 29, 2015Updated 10 years ago
- A simple Matlab-based plotter for models developed in OpenSees☆14Nov 19, 2019Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated last year
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆70May 26, 2020Updated 5 years ago
- Training images for geostastical simulation☆20Apr 21, 2026Updated 2 weeks ago
- The Loads Kernel Software allows for the calculation of quasi-steady and dynamic maneuver loads, unsteady gust loads in the time and freq…☆29Apr 2, 2026Updated last month
- Some usefull routines for aeroelastic analysis with NASTRAN.☆23Dec 6, 2025Updated 4 months ago
- The effect of copulas on time-variant reliability involving time-continuous stochastic processes☆11Mar 8, 2017Updated 9 years ago
- Deep residual networks for dimensionality reduction and surrogate modeling in high-dimensional inverse problems☆10Mar 20, 2021Updated 5 years ago
- Deep Learning of Turbulent Scalar Mixing☆18Oct 6, 2019Updated 6 years ago
- Standard Material Point Method 2D code for beginners☆14Aug 7, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆15Dec 30, 2018Updated 7 years ago
- ☆11Oct 15, 2025Updated 6 months ago
- RIMD: Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling (Siggraph 2016)☆11Mar 28, 2020Updated 6 years ago
- A repository that contains scripts to replicate results in the Deep UQ paper.☆12Sep 13, 2018Updated 7 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 4 years ago
- Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"☆18Dec 2, 2014Updated 11 years ago
- Code for the blog post on GAN stability☆10Oct 8, 2016Updated 9 years ago
- Repository to host the Phydrus optimised Fortran code for the Hydrus-1D Model☆15Sep 22, 2021Updated 4 years ago
- Introduction to Machine Learning in R☆23May 7, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Parametric Gaussian Process Regression for Big Data (Matlab Version)☆24May 2, 2018Updated 8 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆30Nov 24, 2024Updated last year
- This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…☆15Sep 12, 2019Updated 6 years ago
- Data Science for Petroleum Engineering - Part 5: "Transforming Excel well raw data into datasets."☆11Aug 24, 2017Updated 8 years ago
- This report is developed with the purpose of giving the student a better understanding of what is turbulence modelling and its analysis. …☆10Nov 8, 2020Updated 5 years ago
- Machine learning of linear differential equations using Gaussian processes☆26May 2, 2018Updated 8 years ago
- Physics-informed information field theory - Solve inverse problems with built-in model form uncertainty estimation☆13Jan 24, 2024Updated 2 years ago