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xiaocheng_shang [2017/02/08 04:41]
xshang
xiaocheng_shang [2017/02/25 18:50] (current)
xshang
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 ====== Xiaocheng Shang====== ====== Xiaocheng Shang======
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 ====== Education: ====== ====== Education: ======
-  ​* 2012--2015, PhD in Applied and Computational Mathematics,​ University of Edinburgh, Edinburgh, United Kingdom (Supervisor: Professor ​Benedict Leimkuhler ​[[http://​kac.maths.ed.ac.uk/​~bl/​|Benedict Leimkuhler]],​ FRSE)+ 
 +  ​* 2012--2015, PhD in Applied and Computational Mathematics, ​[[http://​www.ed.ac.uk/​ | University of Edinburgh]], Edinburgh, United Kingdom (Advisor: Professor [[http://​kac.maths.ed.ac.uk/​~bl/​ | Benedict Leimkuhler]],​ FRSE)
  
 ====== Research Interests: ====== ====== Research Interests: ======
 +
 +  * Numerical Methods and Error Analysis for Stochastic Differential Equations
 +  * Molecular Dynamics, Statistical Mechanics, Multiscale Methods
 +  * Momentum-Conserving Thermostats,​ Dissipative Particle Dynamics
 +  * Nonequilibrium Modelling, Adaptive Thermostats
 +  * Bayesian Sampling, Machine Learning, Data Science
  
 ====== Publications:​ ====== ====== Publications:​ ======
-  ​- B. Leimkuhler and **X. Shang**. On the numerical treatment of dissipative particle dynamics and related systems. //Journal of Computational Physics//, **280**, 72--95, (2015) [[http://​dx.doi.org/​10.1016/j.jcp.2014.09.008 ​DOI: 10.1016/​j.jcp.2014.09.008]] + 
-  - B. Leimkuhler and **X. Shang**. ​Adaptive thermostats for noisy gradient systems. //SIAM Journal on Scientific Computing//,​ **38**, A712--A736, (2016) ​[[http://​dx.doi.org/​10.1137/​15M102318X | DOI: 10.1137/​15M102318X]] +  ​- B. Leimkuhler and **X. Shang**. ​[[http://​dx.doi.org/​10.1016/​j.jcp.2014.09.008 | On the numerical treatment of dissipative particle dynamics and related systems]]. //Journal of Computational Physics//, **280**, 72--95, (2015) ​ 
-  - **X. Shang**, Z. Zhu, B. Leimkuhler and A. Storkey. Covariance-controlled adaptive Langevin thermostat for large-scale Bayesian sampling. //Advances in Neural Information Processing Systems (NIPS) 28//, 37--45, (2015) +  - B. Leimkuhler and **X. Shang**. ​[[http://​dx.doi.org/​10.1137/15M102318X ​| Adaptive thermostats for noisy gradient systems]]. //SIAM Journal on Scientific Computing//,​ **38**, A712--A736, (2016)  
-  - B. Leimkuhler and **X. Shang**. Pairwise adaptive thermostats for improved accuracy and stability in dissipative particle dynamics. //Journal of Computational Physics//, **324**, 174--193, (2016) ​[[http://​dx.doi.org/​10.1016/​j.jcp.2016.07.034 | DOI: 10.1016/​j.jcp.2016.07.034]]+  - **X. Shang**, Z. Zhu, B. Leimkuhler and A. Storkey. ​[[https://​papers.nips.cc/​paper/​5978-covariance-controlled-adaptive-langevin-thermostat-for-large-scale-bayesian-sampling | Covariance-controlled adaptive Langevin thermostat for large-scale Bayesian sampling]]. //Advances in Neural Information Processing Systems (NIPS) 28//, 37--45, (2015) 
 +  - B. Leimkuhler and **X. Shang**. ​[[http://​dx.doi.org/​10.1016/​j.jcp.2016.07.034 | Pairwise adaptive thermostats for improved accuracy and stability in dissipative particle dynamics]]. //Journal of Computational Physics//, **324**, 174--193, (2016) ​ 
 ====== Conferences and Symposia: ====== ====== Conferences and Symposia: ======
  

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