Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling. - Xiaocheng Shang; Zhanxing Zhu; Benedict J. Leimkuhler; Amos J. Storkey (NIPS, 2015)

On the numerical treatment of dissipative particle dynamics and related systems. - Benedict J. Leimkuhler; Xiaocheng Shang (J. Comput. Phys., 2015)

Pairwise adaptive thermostats for improved accuracy and stability in dissipative particle dynamics. - Benedict J. Leimkuhler; Xiaocheng Shang (J. Comput. Phys., 2016)

Adaptive Thermostats for Noisy Gradient Systems. - Benedict J. Leimkuhler; Xiaocheng Shang (SIAM J. Sci. Comput., 2016)

Time Correlation Functions of Equilibrium and Nonequilibrium Langevin Dynamics: Derivations and Numerics Using Random Numbers. - Xiaocheng Shang; Martin Kröger (SIAM Rev., 2020)

Accurate and Efficient Splitting Methods for Dissipative Particle Dynamics. - Xiaocheng Shang (SIAM J. Sci. Comput., 2021)

Accurate and robust splitting methods for the generalized Langevin equation with a positive Prony series memory kernel. - Manh Hong Duong; Xiaocheng Shang (J. Comput. Phys., 2022)