Optimizing Credibility Complements in Property and Casualty Insurance: A Data-Driven Approach for Enhanced Premium Estimation

Within the field of property and casualty insurance (P&C), one of the most pertinent dilemmas is the estimation of the insurance premiums required to accommodate potential losses. Due to the inherently random nature of losses, one of the tools utilized within P&C insurance is credibility theory, which utilizes a weighted average between past portfolio data […]

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Investigation of the Susceptibility of High Voltage Hydroelectricity Transmission Lines to Wildfire Smoke

The generation of clean hydroelectric power occurs often in locations far from consumers. High voltage transmission lines that traverse vast terrains are employed for the transmission of the generated clean electric energy. They are exposed to various environmental conditions, including wildfire smoke. Wildfire smoke has the potential to decrease the breakdown strength of air insulation, […]

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Improving Quality of Life at Work for People Living with AD/HD

Many adults living with attention deficit disorder, with or without hyperactivity (AD/HD) struggle in the workplace with daily tasks like time management and focusing at work. Unfortunately, they often face stigma and do not get the support they need. Our goal is to adapt an intervention program to help them with their mental health challenges […]

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Behavior and design of double-headed studs for bridge concrete deck-toprecast girder connection

In bridges, the deck slab or panels are usually connected to the supporting girders using various types of shear connector like bent bars or threaded rods which make the interfaces significantly congested. For reducing this congestion, bridge contractors normally use steel shear studs. The proposed new research is exploring the use of double-headed fiber-reinforced polymer […]

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Fine-tuning an LLM for patent drafting

The project seeks to optimize the performance of a Language Model (LLM) specifically tailored for patent drafting. Through meticulous fine-tuning, our objective is to elevate the LLM’s capabilities, thereby enhancing the efficiency and precision in the generation of patent documents.

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Operationalizing Responsible AI principles to Music Discoverability AI Tools Development

The subproject focuses on the intersection of cultural policy and responsible AI development. The problem of data bias and automated recommendation are two known problems in cultural industries and AI development relevant to the Discoverability project. The project seeks to develop alternative forms of algorithmic recommendation that differ from the de facto emphasis on personalization. […]

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Longitudinal Associations Between 24-Hour Movement Behaviour and Early Life Mental Health Indicators

Common mental health disorders (e.g., anxiety and depression) can begin in early childhood, with many symptoms (e.g., high levels of irritability) present during the early years predicting mental health disorders in later life. Research suggests that healthy movement behaviours (i.e., physical activity, reducing sitting, sufficient sleep) are associated with lower risk of mental health disorders […]

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Integrating Digital Technologies for Architectural Rehabilitation and Conservation

Integrating Digital Technologies for Architectural Rehabilitation and Conservation will explore new applications of emerging digital technologies for the rehabilitation of our built heritage, especially in producing records relevant for the understanding of structural and environmental performance. Good decision in heritage conservation relay on accurate and precise information about the building’s fabric and structure. This project […]

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