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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)*
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