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控制理论和非线性滤波讨论班
Schrodinger equation with polynomial potential and its application in nonlinear filtering
Schrodinger equation with polynomial potential and its application in nonlinear filtering
组织者
演讲者
时间
2023年05月08日 16:30 至 17:00
地点
Online
摘要
Schrodinger equation plays an important role in quantum physics and many other fields in applied mathematics such as control theory. In nonlinear filtering, under the framework of Yau-Yau algorithm, Schrodinger equation at a short time interval plays a crucial role for state estimation problem. In this paper, Schrodinger equation with polynomial potential has been investigated and explicit fundamental solution has been written down. By applying Euler operator theory developed in estimation algebra theory, uniqueness and existence of fundamental solution are verified. We propose two numerical algorithms for Schrodinger equation including the first order approximation and PINN based solver. We compare our algorithms with classical spectrum method. Numerical results demonstrate that our two new algorithms are superior to the traditional filtering algorithms in effectiveness and accuracy.
演讲者介绍
焦小沛,于2017年本科毕业于上海交通大学致远学院(物理班),2022年博士毕业于清华大学数学科学系,师从丘成栋教授(IEEE fellow,前美国伊利诺伊大学芝加哥分校终身教授)。先后在北京雁栖湖应用数学研究院,荷兰特文特大学从事博士后工作(导师Johannes Schmidt-Hieber教授,国际数理统计学会会士)。现研究方向包括控制理论,数值偏微分方程,生物信息学。获得2025年国家青年科学基金[C类]资助。