Associate Professor at Duke Kunshan University
Office: IB1019
Tel: +86 0512-36657525
8 Duke Ave, Kunshan, Jiangsu, China, 215316
Email: shixin.xu@dukekunshan.edu.cn
Dr. Shixin Xu is an applied mathematician whose research focuses on mathematical modeling, scientific computing, complex fluids, computational neurobiology, and data-driven methods for biomedical and industrial applications. His work develops thermodynamically consistent models, structure-preserving numerical schemes, and data-driven computational frameworks for complex coupled systems involving fluid flow, ion transport, osmotic effects, interfacial dynamics, and biological transport processes.
His recent research includes semi-permeable interface flows, electrohydrodynamics of droplets, reactive and active interfacial transport, glymphatic clearance and optic nerve microcirculation, chronic disease risk prediction, and parameter optimization in industrial systems. These studies combine mathematical analysis, numerical methods, and computational modeling to investigate multiscale transport mechanisms and to address problems arising in biology, medicine, and engineering.
Dr. Xu has published extensively in applied mathematics, computational science, biophysics, and data science, with recent papers appearing in Journal of Computational Physics, Computer Methods in Applied Mechanics and Engineering, SIAM Journal on Numerical Analysis, Physical Review Fluids, Pattern Recognition, Neurocomputing, and ICML. His research has been supported by national, local government, university, and industry funding.
In addition to research, Dr. Xu is actively involved in interdisciplinary education and student mentorship. He has supervised research staff, graduate students, and undergraduate research projects, and has organized multiple workshops and conferences on applied mathematics, interface dynamics, scientific computing, and interdisciplinary modeling.
Education
Ph.D. (Advisors Xingye Yue, Chun Liu) Computational Mathematics, University of Science and Technology of China, 2008-2013.
Research Interest
Machine Learning and Data-Driven Model for Cardiopulmonary Disease
Neurovascular Coupling Model
Energetic Variational Approach to Complex Fluid
Blood Clot Formation and Deformation
Moving Contact Line
Fluid-Structure Interaction and Cell Motion
Electrodynamics from Nanoscale (Ion Channels) to Tissue Scale
Homogenization Theory and Multiscale Modeling
Professional Experience
05/21/2026- now, Associate Professor, Duke Kunshan University
08/15/2019- 05/20/2026, Assistant Professor, Duke Kunshan University
08/01/2017-08/01/2019, Postdoc in Fields Institute, Toronto, ON, CA, (with Dr. Arvind Gupta & Dr. Huaxiong Huang).
07/01/2016-07/02/2017, Postdoc at University of California, Riverside (with Dr. Mark Alber & Dr. Zhiliang Xu).
07/01/2015-06/30/2016, Postdoc at University of Notre Dame (with Dr. Mark Alber & Dr. Zhiliang Xu).
07/31/2013- 06/30/2015, Postdoc at National University of Singapore (with Dr. Weiqing Ren).
03/15/2012-05/13/2013, Visitor in Penn. State University (with Dr. Chun Liu).
04/15/2012-08/14/2012, Visitor in University of Wuerzburg (with Dr. Anja Schlömerkemper)
Presentations
08/21/2023, ICIAM 2023, On mathematical modeling and simulation of droplets, Tokyo, Japan
07/15/2023, CSCM Annual Meeting, Algorithms and Analysis for Nonlinear Parabolic Equations, Nanjing, China
12/07/2022, Wuhan University, Wuhan, China
11/19/2022, CSIAM annual meeting, mini-symposium, China
11/02/202, Shanghai University, Shanghai
07/04/2022, Workshop on interface problems: modeling, theory and numerics, the Chinese University of Hong Kong, Shenzhen, China
06/11/2022, Workshop on Collective Dynamics and Networks, Duke Kunshan University, China
05/27/2022, Pudong Forum of Fluid Physics, New York University Shanghai, Shanghai, China
04/08/2022, Beijing Normal University, China
02/21/2022, Wuhan University, China
10/01/2021, Penn. State University, USA
07/28/2021, The Institute of Computational Mathematics and Scientific/Engineering Computing of Chinese Academy of Sciences, Beijing, China
07/25/2021, University of Science and Technology of Beijing, Beijing, China
07/23/2021, SIAM Annual Meeting, USA
06/28/2020, The Chinese University of Hong Kong, Shenzhen, China
10/16/2020, Fudan University, Shanghai, China
09/18/2020, Wuhan University, Wuhan, China
01/20/2020, University of Science and Technology of China, Hefei, China
01/24/2020, Soochow University, Suzhou, China
09/23/2019, United International College, Zhuhai, China
06/10/2019, CAIMS annual meeting, Fluid Dynamics/Industrial Applications, Whistler, Canada
08/28/2017, Workshop on Wave Transport of Ionic Species, Fields Institute, Toronto, Canada
08/04/2016, Mechbio Symposium: Putting Together the Cell Mechanome, California Technology Institute, US A
07/11/2016, SIAM, Life Science, Boston, USA
02/12/2016, The 8th International Bio-fluid Symposium, California Institute of Technology, USA
11/19/2015, American Physical Society Prairie Section Meeting, University of Notre Dame, USA
07/01/2015, The 9th International Conference on Computational Physics, Singapore
05/28/2013, Workshop on Mathematical Modeling of Molecular Biology, Suzhou, China
09/19/2011, The $9^{th}$ China National Computational Congress of Computational Mathematics, Zhengzhou, He Nan, P.R. China