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 8 months ago
Alternatives and similar repositories for ActNet
Users that are interested in ActNet are comparing it to the libraries listed below
Sorting:
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 9 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆79Updated 8 months ago
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆11Updated 3 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆53Updated last year
- ☆29Updated 3 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- ☆47Updated 9 months ago
- ☆25Updated 6 months ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆37Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- Code for orthogonal neural operator☆17Updated 2 years ago
- ☆66Updated 4 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆36Updated last year
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆49Updated 4 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Updated last year
- ☆12Updated 3 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Updated 6 months ago
- ☆16Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 8 months ago
- The public repository about our joint FINN research project☆37Updated 3 years ago
- ☆86Updated 2 years ago
- ☆37Updated 5 months ago
- ☆103Updated 8 months ago
- Physics Informed Neural Networks (PINNs) + SPINNs + HyperPINNs + Adaptative Loss Weights with JAX 📓 Check out our various notebooks to g…☆42Updated last week
- Spectral Neural Operator☆78Updated 2 years ago
- Differential equation neural operator☆22Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆31Updated last month
- PDE Preserved Neural Network☆59Updated 7 months ago
- ☆45Updated 3 years ago