Consulted the literature on neural network and gradient descent algorithm
Introduced the adaptive learning rate to carry out numerical experiments based on the convolution neural network, analyzed the experiment results, etc
Explored algorithms that could adapt to more machine learning related problems, solved the efficiency problem caused by improper setting of learning rate in the training process
Researcher
Dalian
12.2020 - 05.2021
PH Curve and its Gauss-Lagrange Control Polygon
Intern
Jinzhou
06.2020 - 09.2020
Worked as an Intern in the Technology Development Department, and research with company's distinguished professor
Developed and tested a face recognition check-in system independently
Responsible for web page architecture, front and back-end code writing, debugging, etc
Cooperated with colleagues to develop pension medical system for the elderly
Recitation Leader
Iowa State University
Ames, US
08.2023 - Current
MATH 151 Calculus for Business and Social Science
Standalone instructor
Iowa State University
Ames, US
05.2023 - 08.2023
MATH 160 Survey of Calculus
Grader
Iowa State University
Ames, US
08.2022 - 10.2024
MATH 207 Matrices and Linear Algebra
MATH 160 Survey of Calculus
MATH 104 Introduction to Probablity
MATH 105 Introduction to Mathematical Ideas
MATH 519 Methods of Applied Mathematics I
Education
Ph.D. - Applied Mathematics
Iowa State University
Ames, IA, US
10-2024
Bachelor -
Dalian University of Technology
Dalian, CHN
06.2021
Skills
Python
C
C
MATLAB
Affiliations
Dance Troupe Leader
Organized performances and managed troupe activities.