gaurav71531 / mwt-operator
Multiwavelets-based operator model
☆59Updated 3 years ago
Alternatives and similar repositories for mwt-operator:
Users that are interested in mwt-operator are comparing it to the libraries listed below
- Spectral Neural Operator☆75Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆56Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆42Updated last year
- ☆54Updated 10 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆56Updated 6 months ago
- ☆28Updated 8 months ago
- ☆68Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆68Updated 10 months ago
- ☆46Updated last month
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆49Updated 2 years ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆20Updated last month
- ☆37Updated 2 years ago
- ☆10Updated 2 months ago
- ☆31Updated last year
- ☆67Updated 5 months ago
- ☆34Updated 4 years ago
- ☆30Updated last year
- ICON for in-context operator learning☆45Updated 2 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆49Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆41Updated 8 months ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆127Updated 5 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆36Updated 10 months ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆24Updated last year
- ☆47Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆49Updated 8 months ago
- ☆15Updated 9 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆17Updated 8 months ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆22Updated 9 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆21Updated 3 months ago