Different methods of solving partial differential equations with neural networks
☆18Oct 21, 2021Updated 4 years ago
Alternatives and similar repositories for Neural-Network-for-solving-PDE
Users that are interested in Neural-Network-for-solving-PDE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- ☆10Jan 25, 2018Updated 8 years ago
- ☆10Jun 4, 2026Updated 2 months ago
- Physics-informed neural networks (PINNs)☆15Jun 7, 2022Updated 4 years ago
- Solving PDEs with NNs☆55Jan 6, 2023Updated 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.
- ☆11Sep 25, 2022Updated 3 years ago
- Codebase for Master's dissertation in Mathematics at Durham University. Topic: applying neural networks to differential equations. Grade:…☆17Aug 17, 2023Updated 2 years ago
- This repository introduces Partial Differential Equation Solver using neural network that can learn resolution-invariant solution operato…☆17Nov 23, 2021Updated 4 years ago
- This course focuses on computational methods in option and interest rate, product’s pricing and model calibration. The first module will …☆11Aug 25, 2022Updated 3 years ago
- John Burkardt's Fortran 90 codes and documentation☆28Feb 23, 2025Updated last year
- Code and data in support of publication on Cardiac PINN☆24Apr 24, 2021Updated 5 years ago
- Physics-informed deep super-resolution of spatiotemporal data☆50Sep 5, 2023Updated 2 years ago
- [PACIS 2024] The official repo for the paper: "Phase Space Reconstructed Neural Ordinary Differential Equations Model for Stock Price For…☆10May 21, 2025Updated last year
- Official code for DPM : A Novel Training Method for Physics-Informed Neural Networks in Extrapolation☆10Nov 2, 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.
- ☆15Mar 6, 2024Updated 2 years ago
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 5 years ago
- Using spaCy and NLTK along with a Bag of Words approach, this repo automates the process of combing through FOMC minutes transcripts to d…☆11Feb 11, 2021Updated 5 years ago
- Implementation of the rough volatility model and its calibration☆10Jul 11, 2020Updated 6 years ago
- Completing overlapping elliptical convex objects through ellipse fitting☆10Apr 23, 2020Updated 6 years ago
- A simple, easy, and flexible way of estimating Bayesian VARs taking into consideration the pandemic period, as a Minnesota prior with tim…☆10May 28, 2024Updated 2 years ago
- Bayer, Friz, Gulisashvili, Horvath, Stemper (2017). Short-time near-the-money skew in rough fractional volatility models.☆13Mar 23, 2017Updated 9 years ago
- NVIDIA IndeX cloud utilities☆13Oct 30, 2022Updated 3 years ago
- Thesis support material☆11Mar 28, 2021Updated 5 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.
- This repository contains the code to generate results from the paper "Artificial Neural Networks to solve dynamic programming problems: a…☆10May 24, 2024Updated 2 years ago
- This repo is a work in progress aimed at gathering useful open-source resources for CFD engineers in one place. It includes notes, script…☆49Jun 19, 2026Updated last month
- A python implementation of the fast-reversion Heston model of Mechkov [2015, https://goo.gl/2awbrV], for FX purposes.☆14May 24, 2018Updated 8 years ago
- Numerical algorithms that solve shallow water PDEs on a 2D plane (using finite different method).☆10Jul 11, 2022Updated 4 years ago
- ☆10Mar 31, 2021Updated 5 years ago
- Demo showing how to package and execute a Federated Learning jobs on Nevermined.☆12Dec 6, 2022Updated 3 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11May 22, 2019Updated 7 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- ☆13Aug 12, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 3 years ago
- A new, more scriptable fire model☆18Updated this week
- Survey of neural network methods for derivatives pricing and risks☆14Jul 5, 2022Updated 4 years ago
- Tools for generating cubed sphere grids and solving partial differential equations on the sphere.☆15Jan 20, 2026Updated 6 months ago
- Accompanying code to my master thesis: "Neural Network assisted Option Pricing under Rough Volatility: An Empirical Validation".☆12Apr 14, 2022Updated 4 years ago
- Vector Autoregressive models in Python☆11Jun 6, 2018Updated 8 years ago
- This project aims to construct the Equity Implied Volatility surface under the Stochastic Volatility Inspired (SVI) model.☆10Mar 18, 2026Updated 4 months ago