Dr Xiaocheng Shang PhD

Dr Xiaocheng Shang

School of Mathematics
Lecturer in Mathematics and Statistics

Contact details

Address
University of Birmingham
Edgbaston
Birmingham
B15 2TT
UK

Xiaocheng Shang is a Lecturer in Mathematics and Statistics. Xiaocheng’s primary research interests lie in the optimal design of numerical methods for stochastic differential equations with a strong emphasis on applications ranging from computational mathematics, statistics, physics, to data science. Xiaocheng is also a member of the Numerical Analysis Group.

Visit Xiaocheng’s personal webpage for more information.

Qualifications

Lecturer in Mathematics and Statistics

  • PhD in Applied and Computational Mathematics, University of Edinburgh, 2016
  • MSc in Mathematical Biology (First Class), University of Dundee, 2012
  • BSc in Mathematics and Applied Mathematics (First Class), Zhejiang University of Technology, 2011

Biography

Xiaocheng Shang obtained his PhD in Applied and Computational Mathematics under the supervision of Professor Ben Leimkuhler from the University of Edinburgh in 2016. After postdoctoral positions at the University of Edinburgh, Brown University in the United States, and ETH Zurich in Switzerland, he joined the School of Mathematics at the University of Birmingham as a Lecturer in 2019.

Teaching

Statistical Methods in Economics, Jinan University-University of Birmingham Joint Institute

Postgraduate supervision

Xiaocheng is interested in working with highly-motivated students who share any of his research interests. Please get in touch via email.

Research

Research Interests:

  • Numerical Methods and Error Analysis for Stochastic Differential Equations
  • Geometric Numerical Integration, Structure-Preserving Integrators, GENERIC
  • Molecular Dynamics, Statistical Mechanics, Multiscale Methods
  • Momentum-Conserving Thermostats, Dissipative Particle Dynamics
  • Nonequilibrium Modelling, Polymer Melts, Adaptive Thermostats
  • Bayesian Sampling, Data Science, Machine Learning of Potential Energy

Publications

For a complete list of preprints and publications, please visit Xiaocheng's Google Scholar page.

View all publications in research portal