[S40] Techniques for Runoff and Inundation Analysis

1:45 PM - 2:00 PM JST(4:45 AM - 5:00 AM UTC)

[229] ASSESSING THE EFFECTIVENESS OF MULTI-BASIN LEARNING AND BASIN-SPECIFIC FINE-TUNING FOR 1–90-HOUR-AHEAD DAM INFLOW PREDICTION USING DEEP LEARNING

*Hayata YANAGIHARA¹, Ryosuke ARAI² (1. 一般財団法人電力中央研究所、2. 一般財団法人電力中央研究所)

Keywords:

dam inflow,encoder-decoder LSTM,fine-tuning,multi-basin learning,runoff prediction