lehmannfa / MIFNOLinks
Code to train a Multiple-Input Fourier Neural Operator (MIFNO) to predict the solution of 3D source-dependent Partial Differential Equations (PDEs)
☆12Updated 6 months ago
Alternatives and similar repositories for MIFNO
Users that are interested in MIFNO are comparing it to the libraries listed below
Sorting:
- ☆22Updated last year
- ☆10Updated 2 years ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆47Updated 4 months ago
- ☆24Updated last year
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆26Updated 6 months ago
- ☆14Updated last year
- Deep finite volume method☆21Updated last year
- ☆39Updated last year
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year
- This repository is a guided tutorial on Pseudo-Spectral method that in long run can help as a basis for study material on Direct Numerica…☆12Updated 4 years ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24Updated last year
- CCSNet: a deep learning modeling suite for CO2 storage☆26Updated last year
- Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration☆16Updated last year
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆25Updated last year
- Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…☆12Updated last year
- ☆12Updated 3 years ago
- ☆19Updated 4 years ago
- library for querying the Johns Hopkins Turbulence Database (JHTDB)☆16Updated 3 weeks ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆40Updated 5 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 9 months ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Updated 4 years ago
- Neural Operators with Applications to the Helmholtz Equation☆11Updated last year
- ☆29Updated last year
- Separabale Physics-Informed DeepONets in JAX☆16Updated last year
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- ☆47Updated 8 months ago
- ☆13Updated 2 years ago
- ☆117Updated last week
- Code for "Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation" BSSA 2024☆14Updated 5 months ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago