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WangRuocheng/QuanONet-Model
QuanONet-Model is a machine learning model from WangRuocheng. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as mit.
This repository contains the pre-trained checkpoints for TF-QuanONet (Trainable-Frequency Quantum Neural Operator).
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Updated Jan 18, 2026
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From the Hugging Face model README
This repository contains the pre-trained checkpoints for TF-QuanONet (Trainable-Frequency Quantum Neural Operator).
The checkpoints are organized by problem type:
Inverse/: Antiderivative operatorRDiffusion/: Reaction-Diffusion systemAdvection/: Advection equationDarcy/: Darcy flowNature Machine Intelligence (Under Review)