Learning from the past to better predict the future
Welcome to my website. I am an Assistant Professor of Civil Engineering at Northumbria University (NU), the UK. I obtained my Ph.D. degree in civil/earthquake engineering at Queensland University of Technology, Australia. I worked in Germany, Japan, and New Zealand before joining the Faculty of Engineering and Environment at Northumbria University.
My research lies at the intersection of geotechnical engineering, earthquake engineering, and engineering seismology. The overarching goal of my research is to improve the hazard and risk evaluations for natural perils, especially earthquakes. My research interests include:
Site-effects characterization via observation, classic statistical modelling, physics-based simulations, and advanced data-driven methods,
Inversion of near- and sub-surface properties (e.g., using microtremor or seismicity data),
Uncertainty/variability quantification,
Site classification,
Signal processing, and
Database development.
I am particularly interested in applying disruptive techniques, e.g., deep learning, in science discovery and problem-solving in engineering seismology. Please feel encouraged to contact me if you are interested in research or knowledge exchange collaborations, or in pursuing a research degree under my supervision.
Chuanbin ZHU
Assistant Professor
Faculty of Engineering and Environment
Northumbria University
Newcastle upon Tyne
United Kingdom
Presentations
2024/11/14: COSMOS Site Characterization and Response Modelling using HVSR and Other Single-station Microtremor Methods Workshop: "A Data-Driven Approach for Linear Site Response Characterization Using Single-Station Seismograms"
2024/09/03: GFZ Workshop "Toward Data Lakes for Recorded and Simulated Earthquake Ground Motions": Recent Use of Machine Learning Methods in Engineering Seismology
2024/05/06: The 8th International Conference on Earthquake Geotechnical Engineering (8ICEGE): Global Variations in Fourier Site Response from Instrumental Observations: Towards a Transferable Predictive Understanding
2024/02/20: Pakistan National Centre of Excellence in Geology: Effects of the Near-Surface Geology on Earthquake-Induced Ground Shaking: Learning from the Past.
2023/08/28: 2023 New Zealand Centre Earthquake Resilience (QuakeCoRE ) Annual Meeting: Source Parameters from Generalized Inversion and Their Spatial Pattern
2023/08/22: NZ NSHM Meeting: New Zealand: Spectral Decomposition of Ground Motions in New Zealand using the Generalized Inversion Technique - Part I: Site Response
2023/04/17: 2023 SSA Annual Meeting, San Juan, Puerto Rico: Spectral Decomposition of Ground Motions in New Zealand using the Generalized Inversion Technique
2022/08/01: The 61st Sogo Bosai seminar at Kyoto University: Modeling of the Effects of Surface Geology on Earthquake-Induced Ground Shaking: Play the Cards We Are Dealt.
2022/04/19: 2022 SSA Annual Meeting, Bellevue, US: How Well Can We Predict Earthquake Site Response? Machine Learning vs. Physics-Based Modeling
2021/09/28: The 17th World Conference on Earthquake Engineering (17WCEE): Improving Blind Predictions from Ground Response Analyses using KiK-net Surface Downhole Pairs