CHEN Taijie(陈泰劼）

CHEN Taijie(陈泰劼）

Ph.D. student at The University of Hong Kong

Teaching

MATH 1853 Linear algebra, probability and statistics

Undergraduate course, The University of Hong Kong, Department of Mathematics, 2023

Description

As the complementary course of MATH1851, students will be introduced to more topics of mathematics commonly applied in engineering so that students could be further enhanced with a concrete skill in mathematics underpinned for different engineering subjects. The course emphasizes mathematical concepts, principles, analysis, and their relationship to the modelling of engineering systems. Students could be furnished with the essential mathematical skills to analytically tackle some typical engineering problems to prepare for all the engineering subjects.

CIVL3140 Artificial intelligence in civil engineering

Undergraduate course, The University of Hong Kong, Department of Civil Engineering, 2023

Description

This course is a undergraduate-level course that introduces the theory of data science and its application in a wide range of civil engineering (in particular transportation engineering) problems. The course will first illustrate existing examples/systems/applications of transportation big data and data science, to help students understand resources of transportation big data and some fundamental knowledge of data science. Then the course will introduce the theory, principles and methodologies of data science for engineering. In the meantime, the course will demonstrate the application of data science on solving a variety of real-world engineering problems, including spatio-temporal traffic state prediction, human mobility pattern discovery, traffic congestion identification and characterization, traffic incident analysis, operations and control of smart mobility