ucl-bug / helmnetLinks
Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation
☆32Updated 2 years ago
Alternatives and similar repositories for helmnet
Users that are interested in helmnet are comparing it to the libraries listed below
Sorting:
- ☆14Updated 3 years ago
- ODIL (Optimizing a Discrete Loss) is a Python framework for solving inverse and data assimilation problems for partial differential equat…☆116Updated 2 months ago
- ☆44Updated 2 years ago
- Solving wave problems using FEniCS-X☆21Updated 3 years ago
- Sparse Physics-based and Interpretable Neural Networks☆52Updated 4 years ago
- Code for "Deep Nitsche Method: Deep Ritz Method with Essential Boundary Conditions"☆16Updated 3 years ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆31Updated 11 months ago
- ☆29Updated 3 years ago
- ☆13Updated last year
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆40Updated 3 years ago
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆35Updated 2 years ago
- ☆37Updated 2 years ago
- Generator of 2D gaussian random fields☆51Updated 3 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆27Updated 2 years ago
- ☆54Updated 3 years ago
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆73Updated 2 years ago
- ☆28Updated last year
- Physics Constrained Neural Networks☆12Updated 2 years ago
- ☆106Updated last year
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆84Updated last month
- Neural Operators with Applications to the Helmholtz Equation☆11Updated last year
- ☆14Updated last year
- This is the implementation of the PI-UNet for HSL-TFP☆26Updated 2 years ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 11 months ago
- This is the implementation of the RecFNO.☆22Updated 2 years ago
- ☆12Updated last year
- Fourier Neural Operators to solve for Allen Cahn PDE equations☆18Updated 3 years ago
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆42Updated 2 years ago
- Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robus…☆27Updated last year
- Code for training and inferring acoustic wave propagation in 3D☆40Updated last week