Codes associated with the manuscript titled "Multi-stage neural networks: Function approximator of machine precision"
☆59Apr 17, 2024Updated 2 years ago
Alternatives and similar repositories for MultistageNN
Users that are interested in MultistageNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Dec 9, 2024Updated last year
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆42Mar 9, 2026Updated 5 months ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated 2 years ago
- Repository for some of the experiments presented in the paper "Deep Learning Alternatives of the Kolmogorov Superposition Theorem", Spotl…☆22Mar 28, 2025Updated last year
- This is the repository for the code used in the ICML23 paper called "Achieving High Accuracy with PINNs via Energy Natural Gradient Desce…☆30Oct 22, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆16Oct 29, 2023Updated 2 years ago
- ☆13Dec 5, 2022Updated 3 years ago
- Physics Informed Fourier Neural Operator☆31Nov 21, 2024Updated last year
- Deep finite volume method☆23Jun 26, 2024Updated 2 years ago
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem☆19Dec 6, 2024Updated last year
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆91Oct 25, 2023Updated 2 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Solving various PDEs by employing Siren, with JAX implementation.☆10Apr 13, 2025Updated last year
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations☆40Nov 20, 2024Updated last year
- Benchmarking field-level cosmological inference from galaxy surveys.☆15Jul 17, 2025Updated last year
- PDE Preserved Neural Network☆58May 15, 2025Updated last year
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆42Jun 21, 2024Updated 2 years ago
- The galaxy survey codex☆17Jul 12, 2024Updated 2 years ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆19Mar 23, 2026Updated 4 months ago
- A collection of usefull hydra callbacks☆14Sep 3, 2024Updated last year
- ☆222Feb 16, 2024Updated 2 years ago
- ☆44Jun 18, 2023Updated 3 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.
- Machine learning applied to interpolate sea-surface height observations from altimetry tracks.☆11Apr 3, 2023Updated 3 years ago
- ☆18Mar 10, 2022Updated 4 years ago
- Example problems in Physics informed neural network in JAX☆83Aug 23, 2023Updated 2 years ago
- MATLAB codes for the RPIM-NNS☆16Jun 26, 2024Updated 2 years ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆43Jul 17, 2025Updated last year
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆19Apr 10, 2024Updated 2 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆32Jul 29, 2022Updated 4 years ago
- ☆23Oct 23, 2020Updated 5 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of Dabrowski et. al., "Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wi…☆25Apr 2, 2024Updated 2 years ago
- Tackling the Curse of Dimensionality with Physics-Informed Neural Networks☆16May 17, 2024Updated 2 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆16Jun 10, 2023Updated 3 years ago
- Sparse Physics-based and Interpretable Neural Networks☆54Sep 30, 2021Updated 4 years ago
- Fast Kolmogorov-Arnold Network in JAX, initial experiments☆17May 20, 2024Updated 2 years ago
- Code for stellar properties, rotation, and activity evolution☆12Jul 7, 2025Updated last year
- ☆26Mar 5, 2025Updated last year