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ESD Research Seminar by Themis Gouleakis – Online algorithms are traditionally analysed in adversarial worst-case settings, leading to guarantees that often fail to capture practical performance. The emerging framework of learning-augmented algorithms integrates machine-learned predictions into online decision making while preserving rigorous guarantees.

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 Seminar by Neiwen Ling – Research on developing time-sensitive AI systems, focusing on Deep Neural Network (DNN)-based perception and LLM-driven planning will be presented in this talk.

ESD Research Seminar by Max Li – Recent projects related to weather-dependent service reliability of drone package deliver operations, UAS operations optimisation for hazardous environment navigation, as well as airspace congestion management for larger, air taxi-type vehicles will be discussed in this talk.

ESD Research Seminar by Lun Yu – The literature on periodic-review assemble-to-order (ATO) systems has long assumed that the demand distribution is exactly known. In practice, this may not be true and only a limited sample of historical demand data is available. In this paper, we study data-driven ATO systems under the criteria of long-run average cost

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