Zhenong Jin

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 …

Artificial intelligence empowered biological research: Paradigm shifts, application scenarios, and strategic layout

2026 · Zhongguo Kexueyuan yuankan

Life related processes are characterized by high dimensionality and multi-scale properties. Understanding mechanisms underpinning life processes helps promote national healthcare, agricultural development, sustainable ecological civilization, and national security. Current life science research is confronted with …