[A-GE47] Soil-Water-Energy Nexus and Sustainable Green Environment

[AGE47-01] Three Pathways for Physics Integration in Deep Learning: A Case Study on Fishpond Temperature Prediction

*Jia-Ci Lin¹, Tsun-Hua Yang¹ (1. National Yang Ming Chiao Tung University)

Keywords:Physics-enhanced residual learning, Physics-augmented learning, Physics-informed learning, Heat-budget model, Multi-step forecasting, LSTM