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:
- Parametric Gaussian Process Regression for Big Data (Matlab Version)☆24May 2, 2018Updated 8 years ago
- Tutorial on a number of topics in Deep Learning☆37Feb 20, 2020Updated 6 years ago
- Deep Learning of Turbulent Scalar Mixing☆18Oct 6, 2019Updated 6 years ago
- Parametric Gaussian Process Regression for Big Data☆46Feb 20, 2020Updated 6 years ago
- Tutorial on Gaussian Processes☆66Feb 20, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆70May 26, 2020Updated 5 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆65Feb 20, 2020Updated 6 years ago
- Elastic 2D and 3D wave simulation with spectral element method☆13Aug 16, 2016Updated 9 years ago
- Deep Learning of Vortex Induced Vibrations☆100Feb 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☆288Jul 30, 2022Updated 3 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14May 17, 2024Updated last year
- 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.
- Machine Learning for Hidden Physics and Partial Differential Equations☆10Jun 5, 2019Updated 6 years ago
- Symbolic XAI explainable machine learning & non-linear regression platform for MATLAB☆17Aug 15, 2022Updated 3 years ago
- Structured Prediction with Deep Value Networks (PyTorch implementation)☆13Jul 25, 2024Updated last year
- 🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0☆25Feb 11, 2024Updated 2 years ago
- Hidden Fluid Mechanics☆365Jan 30, 2023Updated 3 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆19Oct 28, 2017Updated 8 years ago
- ☆19Oct 23, 2020Updated 5 years ago
- SIMPLE Solver For CFD Flows☆10Aug 15, 2016Updated 9 years ago
- postProcessing tool for OpenFOAM, transform OpenFOAM fields to one single file by columns☆17May 11, 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.
- modular implementation of new algorithm☆13Jun 4, 2014Updated 11 years ago
- Easy-to-use Fortran and C code for fluid-structure interactions, implemented using the one-field fictitious domain method.☆12May 10, 2021Updated 4 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
- 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 week
- A Matlab-based package for performing Pore Network Modeling of porous media☆31Mar 1, 2024Updated 2 years ago
- ☆43Nov 28, 2024Updated last year
- ☆11Mar 31, 2021Updated 5 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…☆51Oct 28, 2021Updated 4 years ago
- ☆11Mar 13, 2023Updated 3 years ago
- Machine learning Calabi-Yau metrics with JAX☆18Jul 12, 2023Updated 2 years ago
- ☆63Jul 24, 2019Updated 6 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆18Jun 20, 2017Updated 8 years ago
- Everything you need to know about CNN in PyTorch☆11Nov 12, 2018Updated 7 years ago
- Karhunen-Loeve Expansions for Gaussian Random Fields in Python☆16Mar 24, 2014Updated 12 years ago