Yanfei Wang

Structural requirements for intelligent clinical digital twins in feedback-driven care

Clinical digital twins are increasingly promoted for decision support, yet most are designed and validated for prediction under observed care rather than decision-support validity. We identify four structural requirements for intelligent clinical digital twins used in bidirection...

Hybrid Physics-Data-Driven Framework for Blind Acoustic Impedance Inversion

Abstract Conventional acoustic impedance inversion methods have long faced technical bottlenecks such as inaccurate wavelet estimation and strong dependence on initial models. Although existing deep learning approaches can partially alleviate these problems, they often compromise...