Publications

In Progress

• Hou, Po-Han, Naoto Tsujii, (2026), Physics-Informed Neural Operator Scheme for Accelerating Simulation of 2D Lower-Hybrid Wave on TST-2 Spherical Tokamak

Published

• Hou, P.-H. and Hsieh, S.-C. (2025) Regression-based Physics-Informed Neural Networks (Reg-PINNs) for Magnetopause Tracking, Journal of Scientific Computing and Machine Learning, 1, 1-8.

• Hou, P.-H., Lin, W.-C., Hou, H.-C., Huang, Y.-H., Shue, J.-H. (2022) Automatic Emergency Dust-Free solution on-board International Space Station with Bi-GRU (AED-ISS), ASEAN-AI Space Challenge, arXiv:2210.08549.

• Chou, H.-H, Chiang, W.-J, Kuo, C.-W,Lung. C, Hou, P.-H, Wang, E.-J, Chen, Y.-T, Zhao, Y.-X, Kuo, J.-S (2021) Utilizing Pop-Up Platform on the CubeSatto Achieve Commercial Activities in the Universe (UCCU), International Conference on Astronautics and Space Exploration (iCASE).