RahulSundar/mionet

MIONet: Learning multiple-input operators via tensor product

MIONet: Learning multiple-input operators via tensor product

The source code for the paper P. Jin, S. Meng, & L. Lu. MIONet: Learning multiple-input operators via tensor product. arXiv preprint arXiv:2202.06137, 2022.

Code

• Data Generation
  • ODE system
  • Diffusion-Reaction system
  • Advection-Diffusion system
• Training
  • MIONet training
  • MIONet periodic training

Cite this work

If you use this code for academic research, you are encouraged to cite the following paper:

@article{jin2022mionet,
  title={MIONet: Learning multiple-input operators via tensor product},
  author={Jin, Pengzhan and Meng, Shuai and Lu, Lu},
  journal={arXiv preprint arXiv:2202.06137},
  year={2022}
}

Questions

To get help on how to use the data or code, simply open an issue in the GitHub "Issues" section.