PredictiveIntelligenceLab / ActNetLinks
Repository for some of the experiments presented in the paper "Deep Learning Alternatives of the Kolmogorov Superposition Theorem", accepted in ICLR 2025.
☆19Updated 4 months ago
Alternatives and similar repositories for ActNet
Users that are interested in ActNet are comparing it to the libraries listed below
Sorting:
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆29Updated 9 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆35Updated 4 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆14Updated last year
- ☆56Updated 6 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆72Updated 3 months ago
- ☆81Updated 11 months ago
- ☆44Updated 4 months ago
- This is the implementation of the RecFNO.☆21Updated 2 years ago
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- Code for orthogonal neural operator☆17Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆65Updated 3 months ago
- ☆29Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- Differential equation neural operator☆23Updated last year
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆14Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆49Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 8 months ago
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆50Updated last month
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 9 months ago
- Physics Informed Neural Networks (PINNs) + SPINNs + HyperPINNs + Adaptative Loss Weights with JAX 📓 Check out our various notebooks to g…☆34Updated last week
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆22Updated last year
- ☆14Updated 3 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 11 months ago
- ☆32Updated 3 weeks ago
- ☆10Updated 2 years ago
- Fourier Neural Operator☆12Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 5 months ago
- ☆20Updated 3 weeks ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆57Updated last year