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ESD Research Seminar by Thiparat Chotibut – Designing scalable quantum machine learning (QML) models with potential quantum advantage on Noisy Intermediate-Scale Quantum (NISQ) devices remains a major challenge.

ESD Research Seminar by Mingmei Li & Benjamin Tan – ASI will present two topics, “Estimating Hub Traffic Share on the ‘Kangaroo Route’ via an Aggregate Itinerary Choice Model” and “Air Traffic Delay Propagation and Root Cause Identification through Trajectory-Based Optimisation Analysis”.

ESD Research Seminar by Can Berk Saner (aka John) – This talk examines accommodating large-scale EV penetration by managing charging and converting EVs from demanding loads into useful grid assets.

ESD Research Seminar by Wang Xiaodong (Frank) – Healthcare extends beyond the clinical setting; it is a complex system where patients navigate interconnected stages of prevention, diagnosis, and treatment. In this talk, Frank provides an overview of his research, which examines healthcare systems through the lens of the patient journey.

Feng Ling (A*STAR) – Optimal Machine Intelligence at the Edge of Chaos and Initial Applications to Model Training

ESD Research Seminar by Yifan Feng – How do people navigate the exploration-exploitation (EE) trade-off when making repeated choices with unknown rewards? We study this question through the lens of multi-armed bandit problems and introduce a novel behavioural model, Quantal Choice with Adaptive Reduction of Exploration (QCARE).

ESD Research Seminar by Caroline Chaux – In this talk, we will be interested in inverse problems arising in the signal and image processing field. Solving such problems imply in a fist time to formalise the direct problem by understanding the physics behind and in a second time, to solve the associated inverse problem, through a variational formulation, that is, solving an optimisation problem.

ESD Research Seminar by Howard H. Yang – This talk aims to present the current research efforts on the development of implementing distributed machine learning algorithms in wireless systems.