10月11日 杨士源博士学术报告(数学与统计学院)

来源:数学与统计学院作者:时间:2026-10-09浏览:10设置

报告人:杨士源 博士

报告题目:Asymptotics of Multi-Scale McKean--Vlasov Diffusions with Super-Linear Kernels

报告时间:2026年10月11日(周日)上午9:00

报告地点:云龙校区6号楼304报告厅

主办单位:数学与统计学院、数学研究院、科学技术研究院

报告人简介:

杨士源,天津大学在读博士生(二年级),师从王凤雨教授,已在SIAM J. Control Optim.、Discrete Contin. Dyn. Syst. Ser. S杂志上发表论文。

报告摘要:

We study multi-scale McKean--Vlasov systems with locally Lipschitz coefficients and super-linear kernels, where the interactions depend on the laws of both the slow component and the fast oscillating process. By combining a lifted semigroup approach with a generalized Khasminskii discretization, we establish a functional law of large numbers with an explicit convergence rate. We also prove a large deviation principle with an explicitly characterized rate function by introducing lifted viable pairs and employing a feedback-control argument. The results apply to multi-scale consensus-based optimization and ensemble Kalman sampler models arising in machine learning and optimization.


返回原图
/