Different methods of solving partial differential equations with neural networks
☆18Oct 21, 2021Updated 5 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
- Physics-informed neural networks (PINNs)☆16Jun 7, 2022Updated 4 years ago
- ☆10Jun 4, 2026Updated 4 months ago
- ☆10Jan 25, 2018Updated 8 years ago
- ☆11Sep 25, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆16Oct 25, 2021Updated 5 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
- Common API (C++ and Python) for Fast Fourier Transform HPC libraries (publish-only mirror)☆11Dec 3, 2025Updated 10 months ago
- spatialstats is collection of statistical tools and utility routines used to analyze the multi-scale structure of 2D and 3D spatial field…☆12Aug 2, 2022Updated 4 years ago
- Three-Dimensional Implicit Structural Modeling Using Convolutional Neural Network☆11Apr 3, 2024Updated 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
- ☆15Mar 6, 2024Updated 2 years ago
- This course focuses on computational methods in option and interest rate, product’s pricing and model calibration. The first module will …☆14Aug 25, 2022Updated 4 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code and data in support of publication on Cardiac PINN☆24Apr 24, 2021Updated 5 years ago
- Physics-informed deep super-resolution of spatiotemporal data☆51Sep 5, 2023Updated 3 years ago
- Completing overlapping elliptical convex objects through ellipse fitting☆10Apr 23, 2020Updated 6 years ago
- Official code for DPM : A Novel Training Method for Physics-Informed Neural Networks in Extrapolation☆10Nov 2, 2021Updated 4 years ago
- Thesis support material☆11Mar 28, 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
- ☆10Jul 22, 2022Updated 4 years ago
- NVIDIA IndeX cloud utilities☆13Oct 30, 2022Updated 3 years ago
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for solving HANK models in continuous time in Python using numba and UMFPACK☆13Feb 19, 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…☆11Aug 11, 2026Updated 2 months ago
- My PhD open research proposal☆13Jul 2, 2013Updated 13 years ago
- Use of Sklearn to predict Petrophysical Rock Types (PRT) in an Arab D carbonate based on Clerke's Rosetta Stone Calibration data☆10Nov 10, 2021Updated 4 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 3 years ago
- ☆10Mar 31, 2021Updated 5 years ago
- 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…☆58Oct 20, 2026Updated last week
- Survey of neural network methods for derivatives pricing and risks☆14Jul 5, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Demo showing how to package and execute a Federated Learning jobs on Nevermined.☆12Dec 6, 2022Updated 3 years ago
- Implementation of the rough volatility model and its calibration☆10Jul 11, 2020Updated 6 years ago
- Python toolkit to do direct damage assessments for natural hazards☆24Jul 10, 2026Updated 3 months ago
- ☆11Jun 11, 2022Updated 4 years ago
- Numerical algorithms that solve shallow water PDEs on a 2D plane (using finite different method).☆10Jul 11, 2022Updated 4 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11May 22, 2019Updated 7 years ago
- Deep Learning for Solving Differential Equations (Educational)☆20Nov 30, 2023Updated 2 years ago