Dr. H. (Hongrui) Wang
Dr. H. (Hongrui) Wang
Profile
Biography
I am an Assistant Professor with the Department of Engineering Structures, Faculty of Civil Engineering and Geosciences. I was recruited under the TU Delft AI Initiative. In 2019, I received my PhD degree at TU Delft on data-based structural health monitoring of railway catenary infrastructures. Before my PhD, I studied electrical engineering at Southwest Jiaotong University in Chengdu, China. I am an Associate Editor-in-Chief of IEEE Transactions on Instrumentation and Measurement.
Research
My research lies in the interface between artificial intelligence (AI) and engineering structures. I believe AI provides a new perspective for solving challenges in the digital and sustainable transformation of engineering structures. I aim to develop AI techniques that understand our existing knowledge of structural mechanics/dynamics and utilize this knowledge to solve real-life problems in structural health monitoring, lifecycle asset management, and digital modelling and design.
Publications
My publications in PureExpertise
Publications
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2024
Neural Oscillators for Generalization of Physics-Informed Machine Learning
Taniya Kapoor / Abhishek Chandra / Daniel M. Tartakovsky / Hongrui Wang / Alfredo Nunez / Rolf Dollevoet
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2024
Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations
Taniya Kapoor / Hongrui Wang / Alfredo Núñez / Rolf Dollevoet
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2023
Artificial Intelligence in Railway Infrastructure
Current Research, Challenges, and Future Opportunities
W. Phusakulkajorn / Alfredo Nunez / Hongrui Wang / Ali Jamshidi / Arjen Zoeteman / Burchard Ripke / Rolf Dollevoet / Bart De Schutter / Zili Li -
2023
Deep Bayesian survival analysis of rail useful lifetime
Cheng Zeng / Jinsong Huang / Hongrui Wang / Jiawei Xie / Yuting Zhang
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2023
Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems
Taniya Kapoor / Hongrui Wang / Alfredo Nunez / Rolf Dollevoet
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Courses 2024
- Transportation…
- Road and Railway…
- Contact and Interface…
- Transportation…
- Emerging Technologies for…
- Monitoring of Structural…
Courses 2023
Ancillary activities
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2024-02-08 - 2026-02-08