☆10Mar 18, 2023Updated 3 years ago
Alternatives and similar repositories for UQDeepONet
Users that are interested in UQDeepONet are comparing it to the libraries listed below
Sorting:
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆36Jan 15, 2024Updated 2 years ago
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆26Apr 25, 2024Updated last year
- ☆51Mar 12, 2025Updated last year
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆27Jul 26, 2024Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Sep 3, 2024Updated last year
- Linear Algebra Reformed for 21st C Application☆13Aug 11, 2020Updated 5 years ago
- ☆35Jan 5, 2024Updated 2 years ago
- ☆13Dec 5, 2022Updated 3 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆21Jun 20, 2024Updated last year
- ☆17Aug 6, 2024Updated last year
- ☆15Oct 25, 2021Updated 4 years ago
- Separabale Physics-Informed DeepONets in JAX☆22Nov 29, 2024Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆79Apr 24, 2025Updated 10 months ago
- Python 2D Navier-Stokes solver☆28Aug 4, 2025Updated 7 months ago
- ☆47May 18, 2022Updated 3 years ago
- ☆18Jun 27, 2024Updated last year
- An example for deploying Tensorflow 2 models with Docker and Fast API☆10Sep 30, 2022Updated 3 years ago
- scalable multi-fidelity machine learning☆10Jul 16, 2021Updated 4 years ago
- 3R2C Resistor Capacitor Model for simplified building thermal simulation.☆11May 21, 2024Updated last year
- A parallel C++ MPI code to calculates the proper orthogonal decomposition modes (aka principal components) from a series of observations …☆18Jul 4, 2015Updated 10 years ago
- implementation of physics-informed variational auto-encoder☆20Oct 26, 2023Updated 2 years ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24May 13, 2024Updated last year
- This is the implementation of the RecFNO.☆25Feb 21, 2023Updated 3 years ago
- Code for my Medium article: "How you can quickly deploy your ML models with FastAPI"☆12Mar 18, 2021Updated 5 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆29Jun 4, 2023Updated 2 years ago
- The repository implements a set of algorithms from the book "Methods in Computational Science", written by Johan Hoffman and published by…☆19Jan 10, 2025Updated last year
- Multi-fidelity Gaussian Process☆29Jan 10, 2021Updated 5 years ago
- Kimariyb 的科研绘图脚本，涵括很多类型的曲线图☆10Nov 1, 2023Updated 2 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆31May 16, 2025Updated 10 months ago
- Codes for scientific charts☆12Dec 30, 2025Updated 2 months ago
- A Deep Learning Approach to Solving PDEs: Implementing Neural Networks with Pytorch and Jax☆10Apr 27, 2023Updated 2 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆35Aug 2, 2022Updated 3 years ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆30Jan 20, 2025Updated last year
- ☆31Oct 6, 2022Updated 3 years ago
- A hybrid Decoder-DeepONet operator regression framework for unaligned observation data☆10Jul 16, 2023Updated 2 years ago
- Papers and codes of Physics-informed Deep Compositional Operator Network☆13Oct 31, 2025Updated 4 months ago
- 🏛️ Mini-project to implement an MPC controller for a building’s heating system.☆12May 13, 2017Updated 8 years ago
- ☆13Jun 3, 2024Updated last year