Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks in pytorch.
☆19May 11, 2022Updated 4 years ago
Alternatives and similar repositories for NeuralSolvers
Users that are interested in NeuralSolvers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Apr 28, 2024Updated 2 years ago
- ICML2019 Accepted Paper. Overcoming Multi-Model Forgetting☆14Jun 5, 2019Updated 7 years ago
- Neural Operators with Applications to the Helmholtz Equation☆11Sep 19, 2024Updated last year
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆41Nov 2, 2024Updated last year
- Variational Physics-Informed Neural Networks For the Helmholtz Impedance Problem☆10Sep 25, 2023Updated 2 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.
- PINN for obtaining WSS from sparse data☆77Feb 21, 2024Updated 2 years ago
- In recent years, the use of physics-informed neural networks (PINNs) has gained popularity across several engineering disciplines due to …☆13Nov 23, 2025Updated 7 months ago
- Source code for the https://workflows.community website☆17Updated this week
- A simulation node in your JAX workflow.☆84Jun 16, 2026Updated 2 weeks ago
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆26Mar 30, 2026Updated 3 months ago
- ☆37Feb 13, 2022Updated 4 years ago
- ☆15Mar 19, 2024Updated 2 years ago
- Unlocking the Power of SAM 2 for Few-Shot Segmentation (ICML 2025)☆32May 21, 2025Updated last year
- ☆16Jun 7, 2025Updated last year
- 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.
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆37Jun 16, 2026Updated 2 weeks ago
- A Tensorflow BiLSTM-MaxPool Siamese Network for Quora question pairs.☆16Mar 5, 2018Updated 8 years ago
- Generates patterns with seamlessly connected building blocks☆19May 21, 2024Updated 2 years ago
- Density-based topology optimization via the deep energy method☆22Nov 1, 2022Updated 3 years ago
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- Bayesian optimization based on Gaussian processes☆13Dec 2, 2022Updated 3 years ago
- ☆17Jun 12, 2026Updated 2 weeks ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆94Aug 26, 2025Updated 10 months ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆37Feb 4, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Physics-informed neural networks with hard constraints for inverse design☆160Nov 21, 2021Updated 4 years ago
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆20May 1, 2023Updated 3 years ago
- ☆34May 9, 2025Updated last year
- ☆33Jul 18, 2024Updated last year
- ☆19Oct 18, 2024Updated last year
- Deep learning seismic waveform inversion using pydsm☆10Mar 5, 2021Updated 5 years ago
- A series of introductory instructional python notebooks, for computational number theory.☆17Feb 12, 2018Updated 8 years ago
- ☆18Nov 26, 2024Updated last year
- Separabale Physics-Informed DeepONets in JAX☆27Nov 29, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Tutorials and talks held from PyData London 2019☆12Nov 22, 2022Updated 3 years ago
- This repository maintains some matrial for Tianchi Guangdong aluminum's defect detection competition 2018. Our solutions ranked the 3rd p…☆13Nov 21, 2018Updated 7 years ago
- ☆61Jun 9, 2021Updated 5 years ago
- Codes for the paper "Acoustic scattering by cascades with complex boundary conditions: compliance, porosity and impedance"☆10Jul 8, 2020Updated 5 years ago
- ☆32Mar 23, 2025Updated last year
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆26Aug 3, 2024Updated last year
- ☆11Jun 12, 2022Updated 4 years ago