csccm-iitd / VB-DeepONet
☆11Updated 2 years ago
Alternatives and similar repositories for VB-DeepONet:
Users that are interested in VB-DeepONet are comparing it to the libraries listed below
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆58Updated 8 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 10 months ago
- ☆41Updated 2 years ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆28Updated last month
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆30Updated 4 months ago
- DeepONet extrapolation☆27Updated last year
- ☆29Updated last month
- ☆50Updated 3 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆23Updated 3 weeks ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆26Updated 5 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆10Updated 10 months ago
- ☆16Updated 8 months ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- ☆32Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆39Updated 2 months ago
- ☆13Updated 5 years ago
- ☆53Updated 2 years ago
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- ☆13Updated 8 months ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆21Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆21Updated last month
- ☆26Updated 9 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆84Updated 4 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆68Updated 5 months ago
- ☆11Updated 10 months ago
- Differential equation neural operator☆20Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆41Updated last year
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- Pseudospectral Kolmogorov Flow Solver☆38Updated last year