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ESD Research Seminar by Arjun Ramachandra – Many applications in power systems, supply chains, and transportation involve uncertain outcomes and optimisation decisions over multiple time periods while requiring high reliability. Joint chance constraints (JCC) enforce strict reliability but are overly conservative, while single chance constraints (SCC) offer flexibility at the cost of performance.

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 Marek Gluza – Dr Marek Gluza will show how the basic aspects of Riemannian geometry of the unitary group such as its curvature, tangent space and dense covering can guide the design of quantum algorithms in this seminar.

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

ESD Research Seminar by Marek Gluza – Dr Marek Gluza will explore what is likely to make up the disruption caused by quantum computing, how it will come about and when (or actually whether) it will happen.

ESD Research Seminar by Liu Xinyu, Cindy – This talk presents rigorous, practical frameworks using continuous-time Markov decision processes (MDPs) and game-theoretic queues.