README.md

metadata

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)