Dr Gianmarco Mengaldo is an assistant professor in the Department of Mechanical Engineering at National University of Singapore (Singapore), and Honorary Research Fellow at Imperial College London (United Kingdom). He received his BSc and MSc in Aerospace and Aeronautical Engineering from Politecnico di Milano (Italy), and his PhD in Aeronautical Engineering from Imperial College London (United Kingdom).
After his PhD he undertook various roles both in industry and academia, including at the European Centre for Medium-Range Weather Forecasts, the California Institute of Technology, and Keefe, Bruyette and Woods (KBW).
Dr Mengaldo’s adopts an interdisciplinary approach integrating mathematical engineering and computational science to study complex systems that arise in in engineering and applied science. His current research interests involve (i) the development of data-mining technologies for the systematic identification of coherent patterns in highly unstructured datasets, (ii) the development of high-fidelity simulations tools for multi-physics problems, and (iii) the use of machine learning and statistical tools to predict the behaviour of complex systems. Dr Mengaldo’s main application areas include aerospace and mechanical engineering, weather and climate, solid earth physics, healthcare, and finance.
PhD Students
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Chenyu Dong is a PhD student at MatheXLab under the supervision of assistant professor Gianmarco Mengaldo. His research focus is on nonlinear dynamics, applied to extreme weather analysis and forecasting.
Zhou Fang is a PhD student at MatheXLab under the supervision of assistant professor Gianmarco Mengaldo. Her focus is on coherent pattern identification, and data-driven prediction of extreme events.
Jiawen Wei is a PhD student at MatheXLab under the supervision of assistant professor Gianmarco Mengaldo. Her research focus is on interpretability for neural networks applied to time series learning tasks.
Keane Ong is a PhD student in the Mathematical and Computational Engineering Lab (MathEXLab) under the supervision of assistant professor Gianmarco Mengaldo. His focus is on developing and using explainable NLP tools for financial forecasting and greenwashing detection.
Mathieu Peel is a Master student at MatheXLab under the supervision of assistant professor Gianmarco Mengaldo. His research focus is on nonlinear dynamics, applied to extreme events.
