Peter de B. Harrington

Hierarchical Conditional Multi-Task Learning for Streamflow Modeling

2024 · arXiv (Cornell University)

Streamflow, vital for water resource management, is governed by complex hydrological systems involving intermediate processes driven by meteorological forces. While deep learning models have achieved state-of-the-art results of streamflow prediction, their end-to-end single-task learning approach …