Disputation: Qinghua Xu

Doctoral candidate Qinghua Xu at the Department of Informatics, Faculty of Mathematics and Natural Sciences, is defending the thesis Traversing the Data Spectrum: Path to Dependable Cyber-Physical Systems through Digital Twins for the degree of Philosophiae Doctor.

Picture of the candidate

Photo: Xinyi Wang

Trial lecture

“Probabilistic model checking”

Time and place: November 20, 2023 11:15 AM, Simula Research Laboratory, Hans Petter Langtangen Lecture Hall (Kristian Augusts Gate 23)

 

Main research findings

In the age of smart cities and self-driving cars, ensuring the safety and reliability of integrated computer systems is crucial. My research has found a way to make these systems, known as Cyber-Physical Systems (CPS), more dependable without disturbing their regular operations. I used a concept called Digital Twins (DT) which are like virtual replicas of these systems. They allow us to test and improve the real systems by working on their virtual copies. This is especially useful when there's limited data from new systems. My studies used various data types, from highly specific to more generic, to train these virtual models. We observed improved dependability for real-world applications like elevators, autonomous driving, and even health registry systems. This research not only enhances the safety of everyday technologies but also hints at a future where systems learn and adapt without causing disruptions. In essence, it's a step towards smarter, safer, and more efficient future cities and technologies.

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Adjudication committee:

  • Associate Professor Javier Cámara Moreno, Department of Computer Science, University of Málaga, Spain

  • Professor Fiona Polack, School of computer science, University of Hull, UK

  • Professor Einar Broch Johnsen, Department of Informatics, University of Oslo, Norway

Supervisors

  • Chief Research Scientist Shaukat Ali, Simula Research Laboratory, Norway 
  • Dr. Tao Yue, Simula Research Laboratory, Norway
  • Professor Sabita Maharjan, Department of Informatics, University of Oslo, Norway

Chair of defence:

 

Professor Are Magnus Bruaset

Contact information at Department: Pernille Adine Nordby 

Published Nov. 6, 2023 2:34 PM - Last modified Nov. 16, 2023 11:21 AM