معرفی
Dr. Mingming Liu is a tenured Assistant Professor in the School of Electronic Engineering at Dublin City University (DCU). Prior to this, he served as a data scientist, applied researcher, and H2020 project lead (5G-Solutions) at IBM Ireland Lab, focusing on machine learning and optimization for industrial challenges. Earlier, he held postdoctoral roles at University College Dublin (UCD) within the Control Engineering and Decision Science Research Group, contributing to EU and SFI-funded projects like Green Transportation and Networks (SFI) and Enable-S3 (H2020). His work emphasizes collaborations with academia and industry.
Research interests include Machine Learning, Deep Learning, Reinforcement Learning, Federated Learning, Data Science, and Distributed Control, among others. He has applied these methodologies to IoT, Edge/Fog/Cloud Computing, Smart Cities, and Smart Healthcare. His contributions span mathematical modeling, optimization, and systems engineering.
Notable projects include leadership in the EU-funded 5G-Solutions and contributions to Green Transportation and Enable-S3. His research bridges theoretical advancements with practical industry applications, particularly in smart infrastructure and transportation systems.
