Assessing the effective spatial characteristics of input features through physics-informed machine learning models in inundation forecasting during typhoons

Author:

Jhong Bing-Chen1ORCID,Lin Chung-Yi2,Jhong You-Da3,Chang Hsiang-Kuan4,Chu Jung-Lien5,Fang Hsi-Ting6

Affiliation:

1. Department of Civil and Construction Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan

2. Department of Civil and Environmental Engineering, Lehigh University, Bethlehem, PA, USA

3. College of Engineering and Science, Feng Chia University, Taichung, Taiwan

4. Center for Weather Climate and Disaster Research, National Taiwan University, Taipei, Taiwan

5. Meteorology Division, National Science and Technology Center for Disaster Reduction, Taipei, Taiwan

6. Department of Hydraulic Engineering, Taiwan Integrated Disaster Prevention of Technology Engineering Consulting Co., Ltd, Taipei, Taiwan

Funder

funding

Publisher

Informa UK Limited

Subject

Water Science and Technology

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