Insight SFI Research Centre for Data Analytics

Dr
Mingming
Liu

Primary Department
Insight SFI Research Centre for Data Analytics
Role
Funded Investigator
Phone number: 01 700
6279
Campus
Glasnevin Campus
Room Number
S318

Academic biography

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.


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
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