Machine learning of linear differential equations using Gaussian processes
☆26May 2, 2018Updated 8 years ago
Alternatives and similar repositories for PDE_GP
Users that are interested in PDE_GP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tutorial on a number of topics in Deep Learning☆38Feb 20, 2020Updated 6 years ago
- Deep Learning of Turbulent Scalar Mixing☆19Oct 6, 2019Updated 6 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆71May 26, 2020Updated 6 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆65Feb 20, 2020Updated 6 years ago
- Introduction to Machine Learning in R☆24May 7, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Hidden physics models: Machine learning of nonlinear partial differential equations☆151Feb 20, 2020Updated 6 years ago
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆34Apr 26, 2024Updated 2 years ago
- Deep Learning of Vortex Induced Vibrations☆101Feb 21, 2020Updated 6 years ago
- Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations☆158Feb 20, 2020Updated 6 years ago
- Backpropagation in Python, C++, and Cuda☆47Feb 17, 2020Updated 6 years ago
- Framework for large-scale non-linear inverse problems☆17Sep 12, 2019Updated 6 years ago
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations☆290Jul 30, 2022Updated 3 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14May 17, 2024Updated 2 years ago
- Machine Learning for Hidden Physics and Partial Differential Equations☆10Jun 5, 2019Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Symbolic XAI explainable machine learning & non-linear regression platform for MATLAB☆16Aug 15, 2022Updated 3 years ago
- Structured Prediction with Deep Value Networks (PyTorch implementation)☆13Jul 25, 2024Updated last year
- Hidden Fluid Mechanics☆367Jan 30, 2023Updated 3 years ago
- A collection of algorithms used in Bayesian Statistics and particularly in Bayesian Inverse Problems. This repository also contains some …☆34Apr 24, 2026Updated last month
- ☆19Oct 23, 2020Updated 5 years ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Jan 12, 2025Updated last year
- Git Mirror of John Burkardt's great collection of FORTRAN 77 Software☆34Jun 2, 2015Updated 10 years ago
- Easy-to-use Fortran and C code for fluid-structure interactions, implemented using the one-field fictitious domain method.☆12May 10, 2021Updated 5 years ago
- This collection of codes can be used for extracting features from continuous seismic signals for different machine learning tasks.☆28Mar 3, 2021Updated 5 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.
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆20Mar 20, 2025Updated last year
- GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved☆11Apr 29, 2026Updated last month
- Sandia Injury Biomechanics Laboratory (SIBL)☆17Jan 7, 2025Updated last year
- A Matlab-based package for performing Pore Network Modeling of porous media☆32Mar 1, 2024Updated 2 years ago
- ☆44Nov 28, 2024Updated last year
- ☆11Mar 31, 2021Updated 5 years ago
- postProcessing tool for OpenFOAM, transform OpenFOAM fields to one single file by columns☆18May 11, 2021Updated 5 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆29Aug 8, 2018Updated 7 years ago
- Python and Matlab codes to compute the Sobol' indices☆21May 3, 2016Updated 10 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆52Oct 28, 2021Updated 4 years ago
- ☆11Mar 13, 2023Updated 3 years ago
- Machine learning Calabi-Yau metrics with JAX☆18Jul 12, 2023Updated 2 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆18Jun 20, 2017Updated 8 years ago
- Karhunen-Loeve Expansions for Gaussian Random Fields in Python☆16Mar 24, 2014Updated 12 years ago
- Numerical Methods for Partial Differential Equations (MATH F422 - BITS Pilani)☆13Nov 27, 2017Updated 8 years ago
- Welcome to the Applied Computational Fluid Dynamics (CFD) Tutorials repository. This repository contains a series of hands-on tutorials d…☆17Nov 10, 2024Updated last year