Mingming Liu

Dr.

Contact Details


S346
T:Ext. 8492

E:Mingming.Liu@dcu.ie

Assistant Professor



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Dr. Mingming Liu is a tenured Assistant Professor in the School of Electronic Engineering at Dublin City University (DCU).


Mingming was a data scientist, applied researcher, and H2020 project lead (5G-Solutions) at IBM Ireland Lab, where the main focus of his work was to leverage the state-of-the-art machine learning and applied optimisation techniques for practical and challenging problems arising in the industry. Before IBM, he worked at University College Dublin as a (senior) postdoctoral research fellow with the Control Engineering and Decision Science Research Group within the School of Electrical and Electronic Engineering. He spent almost three years working on both EU and SFI funded projects at UCD, including Green Transportation and Networks (SFI) and Enable-S3 (H2020), with strong collaborations with both academia and industrial partners.


He received his B.Eng. degree with first class honours (ranked 1st) from the Department of Electronic Engineering at the National University of Ireland Maynooth in 2011, and then his PhD from the Hamilton Institute at the same university in 2015 (26 years old). His PhD thesis entitled “Topics in Electromobility and Related Applications” was supervised by Prof Robert Shorten (Full Professor at Imperial College London) and Prof Sean McLoone (Full Professor at Queen’s University Belfast).


He is an IEEE Senior Member. He has published over 60 papers to date including top-tier journals such as “IEEE Transactions on Smart Grid”“IEEE Transactions on Intelligent Transportation System”“IEEE Transactions on Automation Science and Engineering”“IEEE System Journal”“IEEE Transactions on Transportation Electrification”, “IEEE Transactions on Artificial Intelligence”“Sustainable Cities and Society”“Pattern Recognition”“Applied Energy” and “Automatica”. He acts as an academic editor for PLOS ONE and an associate editor for the Journal of Information Systems and Operational Research (INFOR).


Since 2018, he has secured more than 2.5 million euros in research funding from various sources as the independent PI. At present, he is one of the three awardees at DCU of the prestigious SFI Frontiers for the Future Programme in 2021. He has actively participated in many academic activities, including technical committees, organisation committees and management committees at both national and international levels. He is the management committee member for Ireland in the EU COST Action CA19126CA20138 and CA21131.


Please visit my personal website https://mingmingliu.net for more information about my research works.

Certain data included herein are derived from the © Web of Science (2024) of Clarivate. All rights reserved.

Research Interests

Machine Learning, Deep Learning, Reinforcement Learning, Federated Learning, Data Science, Distributed Control, Mathematical Modelling, Convex Optimisation, IoT, Linear and Nonlinear Dynamical Systems, Edge Computing, Fog Computing, Cloud Computing, Electric Vehicles, Smart Grids, Intelligent Transportation Systems, Smart Healthcare, Smart Cities

Teaching Interests

Machine Learning, Deep Learning, System and Control, Applied Optimisation, Mathematical Modelling, Data Science, IoT, Electric Vehicles, Smart Grids, Smart Transportation

Modules Coordinated

Term Title Subject
2022 MSc IoT Project EE5003
2022 Mechatronic System Simulation & Control EE459
2022 Control Systems Analysis EE458