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The AIMS Conference Series
Special Session 116: Stochastic computing and structure preserving methods
Organizer(s): Yanzhao Cao , Jialin Hong , Xu Wang
Parallel Session 17 :: Friday, 12/20, 8:00-9:30
Capital Suite 6
8:00-8:30
Cristina Anton
(MacEwan University, Canada)
Exponential bounds for the density of the law of the solution of a SDE with locally Lipschitz coefficients
8:30-9:00
Yanzhao Cao
(Auburn University, USA)
Diffusion model for generative learning
9:00-9:30
Xinyu Chen
(Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Peoples Rep of China)
Superiority of stochastic symplectic methods via the law of iterated logarithm
Parallel Session 18 :: Friday, 12/20, 14:00-16:00
Capital Suite 6
14:00-14:30
Jianbo Cui
(Hong Kong Polytechnic University, Hong Kong)
A supervised learning scheme for computing Hamilton--Jacobi equation via density coupling
14:30-15:00
Siqing Gan
(Central South University, Peoples Rep of China)
Long-time strong convergence of one-step methods for McKean-Vlasov SDEs with non-globally Lipschitz continuous coefficients
15:00-15:30
Ziyi Lei
(Chinese Academy of Sciences, Peoples Rep of China)
Numerical approximation of the invariant measure for a class of stochastic damped wave equations
15:30-16:00
Lei Li
(Shanghai Jiao Tong University, Peoples Rep of China)
A second-order Langevin sampler preserving positive volume for isothermal-isobaric ensemble
Parallel Session 19 :: Friday, 12/20, 16:15-18:45
Capital Suite 6
16:15-16:45
Ge Liang
(Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Peoples Rep of China)
Long-time weak convergence analysis of a semi-discrete scheme for stochastic Maxwell equations
16:45-17:15
LIying Sun
(Capital Normal University, Peoples Rep of China)
The stochastic scalar auxiliary variable approach for stochastic nonlinear Klein--Gordon equation
17:15-17:45
Fuke Wu
(Huazhong University of Science and Technology, Peoples Rep of China)
Asymptotic error distribution for the Euler scheme of stochastic delay differential equation with locally Lipschitz coefficients
17:45-18:15
Fengshan Zhang
(Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Peoples Rep of China)
A new class of splitting methods that preserve ergodicity and exponential integrability for stochastic Langevin equation
18:15-18:45
Weidong Zhao
(Shandong University, Peoples Rep of China)
Strong Stability Preserving Multistep Schemes for FBSDEs