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:
- Neural Operators with Applications to the Helmholtz Equation☆11Sep 19, 2024Updated last year
- Variational Physics-Informed Neural Networks For the Helmholtz Impedance Problem☆10Sep 25, 2023Updated 2 years ago
- 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 9 months ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆37Jan 15, 2024Updated 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.
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆26Mar 30, 2026Updated 5 months ago
- [CVPR 2025] Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis☆15Nov 8, 2025Updated 9 months ago
- ☆37Feb 13, 2022Updated 4 years ago
- ☆17Apr 28, 2024Updated 2 years ago
- ☆17Jun 7, 2025Updated last year
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆37Aug 14, 2026Updated 2 weeks ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆41Nov 2, 2024Updated last year
- Tutorials and talks held from PyData London 2019☆12Nov 22, 2022Updated 3 years ago
- Deep learning seismic waveform inversion using pydsm☆10Mar 5, 2021Updated 5 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.
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆271Feb 1, 2023Updated 3 years ago
- Bayesian optimization based on Gaussian processes☆13Dec 2, 2022Updated 3 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆95Aug 26, 2025Updated last year
- Reticulate wrapper for hyperopt☆11Jan 14, 2020Updated 6 years ago
- Physics-informed neural networks with hard constraints for inverse design☆162Nov 21, 2021Updated 4 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆37Feb 4, 2022Updated 4 years ago
- PINNs with irreversible constraints.☆17Jun 10, 2026Updated 2 months ago
- A place to share problems solved with SciANN☆311Nov 6, 2023Updated 2 years ago
- ☆34Jul 18, 2024Updated 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.
- ☆16Oct 29, 2023Updated 2 years ago
- Reproducible material for Meta learning for improved neural network wavefield solutions☆15Mar 3, 2025Updated last year
- A series of introductory instructional python notebooks, for computational number theory.☆17Feb 12, 2018Updated 8 years ago
- ☆17Jun 12, 2026Updated 2 months ago
- ☆19Oct 18, 2024Updated last year
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆21May 1, 2023Updated 3 years ago
- ☆11Aug 30, 2023Updated 3 years ago
- Codes for the paper "Acoustic scattering by cascades with complex boundary conditions: compliance, porosity and impedance"☆10Jul 8, 2020Updated 6 years ago
- 济勤大一下沈坚的高程作业。不支持复制粘贴,被查重了不怪我哈。希望帮助到扣头想不出作业的同学☆11Mar 17, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆60Jun 9, 2021Updated 5 years ago
- Official repository of Graph RAG-Tool Fusion and ToolLinkOS dataset.☆23Feb 13, 2025Updated last year
- Free surface integral equation (SIE) method software for modeling light scattering in homogeneous, periodic, and layered environments.☆20May 4, 2026Updated 3 months ago
- ☆18Nov 26, 2024Updated last year
- ☆11Jun 12, 2022Updated 4 years ago
- Deep learning on microseismic data☆20Jun 2, 2020Updated 6 years ago
- Level-set based topology optimization in MATLAB using density methods☆16Feb 24, 2021Updated 5 years ago