More about HKUST
TOWARDS DATA PIPELINE OF DIGITAL TWINS FOR NATURAL ENVIRONMENT
PhD Qualifying Examination Title: "TOWARDS DATA PIPELINE OF DIGITAL TWINS FOR NATURAL ENVIRONMENT" by Mr. Haobo LI Abstract: Digital twins (DTs) are increasingly used in various fields, including industry and smart cities. However, the application of DTs in the environmental domain is still a relatively new and burgeoning field of research. As environmental factors significantly impact human health, it is essential to monitor, understand, and predict these aspects, with DTs being a promising method to achieve this. This literature survey provides a comprehensive overview of DTs for the environment, focusing on the data pipeline. We begin by introducing the origin and concept of DTs. Subsequently, we outline the data pipeline for environmental DTs in three stages: acquisition, analysis, and insights. The acquisition stage covers environmental data collection, while the analysis stage focuses on data tasks and types. As for the insights stage, the survey explores how DTs generate valuable information and deliver it to humans. The survey concludes with a discussion on the challenges and potential future research directions in the field of DTs for the environment. Date: Thursday, 5 October 2023 Time: 3:00pm - 5:00pm Venue: CYTG001 lifts 25/26 Committee Members: Prof. Huamin Qu (Supervisor) Dr. Binhang Yuan (Chairperson) Dr. Tristan Braud Prof. Alexis Lau (CIVL) **** ALL are Welcome ****