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Graph Neural Network Applications in Electronic Design Automation
Published 2026“…Lastly, we propose an agentic pipeline that autonomously orchestrates multiple AI components through structured tool interactions, enabling dynamic strategy selection and adaptation to novel constraints without human intervention. …”
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A learning-based scheme to optimise a cognitive handoff
Published 2016“…This is because, the results from its interactions with other users enhances its capability of coexistence and further promotes the progression of the spectrum-sharing concept.…”
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Problems in cosmology and numerical relativity
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Effective visualisation of callgraphs for optimisation of parallel programs: a design study
Published 2019“…The performance of parallel programs is affected by a range of factors, such as limited network bandwidth, parallel algorithms, memory latency and the speed of the processors. …”
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Ab-initio investigation of the antimony-vacancy complex and related defects in germanium
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Modelling and mitigation of specular multipath interference in a dual-frequency phase comparison FMCW radar system
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Data security in cloud storage services
Published 2014“…Cloud storage services have changed the way users manage and interact with data outsourced to public providers. …”
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In silico and functional analyses of the iron metabolism pathway
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Development of a generalised kinetic model for the combustion of hydrocarbon fuels
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Automation of ultrasonic-based product tracking & traceability in supply chains
Published 2026“…At the heart of IoT are wireless sensors and various other sensors forming the ecosystem of technologies that interact. This dissertation explores optimizing ultrasonic-based systems as wireless sensors for tracking and traceability in SCM and logistics. …”
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Simutaneous real-time object recognition and pose estimation for artificial systems operating in dynamic environments
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Simultaneous real-time object recognition and pose estimation for artificial systems operating in dynamic environments
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Optimisation methods applied to compensator placement
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Control and optimization of a multiple-effect evaporator
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Neurocontroller development for nonlinear processes utilising evolutionary reinforcement learning
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Tree species identification and leaf segmentation from natural images using deep semi-supervised learning
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