| license: mit | |
| library_name: pytorch | |
| tags: | |
| - scientific-machine-learning | |
| - quantum-neural-networks | |
| - operator-learning | |
| # QuanONet Model Zoo | |
| This repository contains the pre-trained checkpoints for **TF-QuanONet** (Trainable-Frequency Quantum Neural Operator). | |
| ## Structure | |
| The checkpoints are organized by problem type: | |
| - `Inverse/`: Antiderivative operator | |
| - `RDiffusion/`: Reaction-Diffusion system | |
| - `Advection/`: Advection equation | |
| - `Darcy/`: Darcy flow | |
| - ... | |
| ## Paper | |
| *Nature Machine Intelligence (Under Review)* | |