Communications editor for the Data-Centric Engineering journal; Visiting Research Fellow at Cambridge University; Member of the Early-Career Academic and Professionals Panel (2021-2023) in the Cambridge Centre for Smart Infrastructure and Construction (CSIC).
Research Experience
[May.2024-May.2027] University of Glasgow, Research Fellow, Statistics & Data Analytics, School of Mathematics and Statistics; [Sep.2022-May.2024] University of Cambridge, Research Associate, Computational Statistics and Machine Learning Group, Department of Engineering; [Jul.2021-Sep.2022] The Alan Turing Institute, Research Associate, Data-Centric Engineering.
Education
2016-2021, PhD Student (2016-2019) and Research Assistant (2019-2021), Dynamics Research Group, Department of Engineering, University of Sheffield.
Background
Research interests: machine learning for physical systems, particularly tools to encode structure (via domain knowledge) into data-driven models. Applications include monitoring and simulating machines/infrastructure using telemetry data. Fields of application encompass planes, trains, automobiles, and wind turbines.