数学学科Seminar第2822讲 通过混合策略加速朗之万动力学

创建时间:  2025/04/17  邵奋芬   浏览次数:   返回

报告题目 (Title):Speeding up Langevin Dynamics by Mixing(通过混合策略加速朗之万动力学)

报告人 (Speaker): 冯媛媛 副教授 (华东师范大学)

报告时间 (Time):2025年4月19日(周六) 14:15

报告地点 (Place): 校本部Gj303

邀请人(Inviter):秦晓雪

主办部门:8455新葡萄场网站数学系

报告摘要:In this talk, we would study how stirring would help dissipate the energy and the applications, especially the application to the Langevin dynamics. We would first introduce the dissipation enhancing flows and study the dissipation time of such flows, where the dissipation time is explicitly computed based on the mixing rate. We then use mixing velocity field as a drift added to the Langevin dynamics (without changing the stationary distribution) and obtain quantitative estimates on the convergence rate of the system. We show that an exponentially mixing drift can be rescaled to make the mixing time of the Langevin system arbitrarily small.

上一条:数学学科Seminar第2823讲 微磁模拟中的二阶半隐式投影方法与理论分析

下一条:数学学科Seminar第2821讲 流形上矢量PDE的广义MLS方法


数学学科Seminar第2822讲 通过混合策略加速朗之万动力学

创建时间:  2025/04/17  邵奋芬   浏览次数:   返回

报告题目 (Title):Speeding up Langevin Dynamics by Mixing(通过混合策略加速朗之万动力学)

报告人 (Speaker): 冯媛媛 副教授 (华东师范大学)

报告时间 (Time):2025年4月19日(周六) 14:15

报告地点 (Place): 校本部Gj303

邀请人(Inviter):秦晓雪

主办部门:8455新葡萄场网站数学系

报告摘要:In this talk, we would study how stirring would help dissipate the energy and the applications, especially the application to the Langevin dynamics. We would first introduce the dissipation enhancing flows and study the dissipation time of such flows, where the dissipation time is explicitly computed based on the mixing rate. We then use mixing velocity field as a drift added to the Langevin dynamics (without changing the stationary distribution) and obtain quantitative estimates on the convergence rate of the system. We show that an exponentially mixing drift can be rescaled to make the mixing time of the Langevin system arbitrarily small.

上一条:数学学科Seminar第2823讲 微磁模拟中的二阶半隐式投影方法与理论分析

下一条:数学学科Seminar第2821讲 流形上矢量PDE的广义MLS方法