Overview
Shixin Xu is an Assistant Professor of Mathematics whose research spans several dynamic and interconnected fields. His primary interests include machine learning and data-driven models for disease prediction, multiscale modeling of complex fluids, neurovascular coupling, homogenization theory, and numerical analysis. His current projects reflect a diverse and impactful portfolio:
- Developing predictive models based on image data to identify hemorrhagic transformation in acute ischemic stroke.
- Conducting electrodynamics modeling of saltatory conduction along myelinated axons to understand nerve impulse transmission.
- Engaging in electrochemical modeling to explore the interactions between electric fields and chemical processes.
- Investigating fluid-structure interactions with mass transport and reactions, crucial for understanding physiological and engineering systems.
These projects demonstrate his commitment to addressing complex problems through interdisciplinary approaches that bridge mathematics with biological and physical sciences.
Current Appointments & Affiliations
Assistant Professor of Mathematics at Duke Kunshan University
·
2019 - Present
DKU Faculty
Assistant Professor of the Practice of Interdisciplinary Studies at DKU Unit at Duke University
·
2026 - Present
Interdisciplinary Studies at DKU Unit,
DKU Faculty
Recent Publications
Characterization of phospholipid–cholesterol bilayers as self-assembled amphiphile block polymers that contain headgroups
Journal Article Physica A Statistical Mechanics and Its Applications · April 15, 2026 Cholesterol is known to modulate the structure and function of biological membranes. In this study, we use self-consistent field theory (SCFT) to investigate phospholipid/cholesterol bilayer membranes modeled with two types of diblock copolymers. These cop ... Full text CiteA Boruta-SMOTE Integrated Approach for Rapid Donkey Breed Classification Using SNP Data: Addressing High-Dimensionality and Small Sample Challenges
Journal Article Biochemical Genetics · January 14, 2026 Full text CiteThermodynamically consistent modeling and stable ALE approximations of reactive semi-permeable interfaces
Journal Article Computer Methods in Applied Mechanics and Engineering · January 1, 2026 Reactive, semi-permeable interfaces play important roles in key biological processes such as targeted drug delivery, lipid metabolism, and signal transduction. These systems involve coupled surface reactions, transmembrane transport, and interfacial deform ... Full text CiteEducation
University of Science and Technology of China (China) ·
2013
Ph.D.