Author

Ying Wang

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#machine learning Preprint Oct 2026

PMB-NN: Physiological-Model-Based Neural Network for Glucose Forecasting in Type 1 Diabetes

Accurate, physiologically consistent glucose forecasts could help people with type 1 diabetes respond to impending excursions. We applied our physiological-model-based neural network (PMB--NN) framework to glucose forecasting. A temporal convolutional network (TCN) used 180 min of history, constrained during training b...

Yao-Hua Zhang, Shu-Hao Que, Ying Wang · 0 citations

#artificial intelligence Preprint Sep 2026

Hybrid Physics-AI Framework of Body Center of Mass Dynamics from Wrist-Worn Sensors

A simplified kinematic model (KM), which is designed to map the wrist IMU to the COM acceleration, and three types of hybrid AI modeling methods, namely human kinematic model-based neural network (HKM-NN) models, to leverage the power of both grey-box and black-box modeling.

Shu-Hao Que, Valentina Breschi, Ying Wang · 0 citations