High-Resolution Short-Term Prediction of Sea Surface Currents Around the Korean Peninsula Using Physics-Informed Neural Networks (PINN) Approach

Ju, Ho-Jeong

High-Resolution Short-Term Prediction of Sea Surface Currents Around the Korean Peninsula Using Physics-Informed Neural Networks (PINN) Approach

Ho-Jeong Ju¹, Jae-Hun Park¹, Jeong-Yeob Chae, PhD², Young-Taeg Kim³, Min-su Kim⁴ and Byoung-Ju Choi⁵, (1)Inha University, Ocean Sciences, Incheon, South Korea, (2)University of Rhode Island, Narragansett, United States, (3)Korea Hydrographic and Oceanographic Agency, Busan, South Korea, (4)Korea Hydrographic and Oceanographic Agency, Ocean Research Division, Busan, South Korea, (5)Chonnam National University, Oceanography, Gwangju, South Korea