Coupled Multiwavelet Neural Operator

Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations

Setup

Requirements

• Programming Language: Python 3.8
• Framework: Pytorch 1.8
• Additional Requirement: CUDA 11.0

Please ensure that your system meets these requirements to run the code package effectively.

Experiments

Data Generation

• Matlab Requirement: The synthetic datasets are generated using Matlab files located in the Data folder. Ensure that you have Matlab installed, along with the chebfun package.
• Dataset: A sample dataset for the non-local Mean Field Game (MFG) problem is available. You can find this under the Data directory.

Running Experiments

• Code Execution: To run the experiments, navigate to the model file. This file contains the necessary codes for executing the experiments related to our project.