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Author

Hannah Guan

2 papers indexed here

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Open access Jul 2026

HiDiNet: High-Dimensional Interpretive Network for Modeling Aging Health and Survival

This work introduces HiDiNet (High-Dimensional Interpretive Network), a framework for predicting individual health trajectories and survival over continuous time that uses stochastic differential equations to represent health evolution and integrates Transformer-based attention to capture long-range temporal dependenci...

Hannah Guan, Aashish Dhanani, Yu Zhang · 0 citations
#machine learning Preprint Apr 2026

Advancing Subseasonal Forecasting with Machine Learning

Decision-makers rely on weather forecasts to plant crops, manage wildfires, allocate water and energy, and prepare for weather extremes. Today, such forecasts enjoy unprecedented accuracy out to two weeks thanks to steady advances in physics-based dynamical models and data-driven artificial intelligence (AI) models. Ho...

Hannah Guan, S. Mouatadid, Paulo Orenstein et al. · 1 citation

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