Outputs (461)

Hive mind for Net Zero: Towards a social engagement model for collective home energy behaviour change (2025)
Presentation / Conference Contribution

The possible worlds of VR documentary (2025)
Book Chapter

Producers have been drawn to virtual reality (VR) for its potential to render vivid experiences of nonfiction content. The politics of the platform’s affective operation, particularly in relation to distant human others, has been analysed and critiqu... Read More about The possible worlds of VR documentary.

Enhancing performance of agri-business through sustainable project management and technological orientation: Institutional theory perspective (2025)
Journal Article

Purpose-The agribusiness sector faces mounting pressure due to a persistently challenging business environment, rapidly increasing population and rising food demand. Drawing on institutional theory, this study aims to explore the role of sustainable... Read More about Enhancing performance of agri-business through sustainable project management and technological orientation: Institutional theory perspective.

On-site identification of black soil thickness based on drill-core imaging and deep learning (2025)
Journal Article

Accurate identification of the black soil thickness from soil profiling is usually time-consuming and labor-intensive, while the on-site identification of black soil thickness by experts is challenging due to the notable transitional layer in the thi... Read More about On-site identification of black soil thickness based on drill-core imaging and deep learning.

Deep Huber quantile regression networks (2025)
Journal Article

Typical machine learning regression applications aim to report the mean or the median of the predictive probability distribution, via training with a squared or an absolute error scoring function. The importance of issuing predictions of more functio... Read More about Deep Huber quantile regression networks.

Hybrid graph convolutional LSTM model for spatio-temporal air quality transfer learning (2025)
Journal Article

The short-term air quality forecasting models serve as an early warning system for local agencies, aiding in preparing mitigation strategies against severe pollution episodes. This paper explores the application of Transfer Learning to enhance short-... Read More about Hybrid graph convolutional LSTM model for spatio-temporal air quality transfer learning.

A vision-guided deep learning framework for dexterous robotic grasping using Gaussian processes and transformers (2025)
Journal Article

Robotic manipulation of objects with diverse shapes, sizes, and properties, especially deformable ones, remains a significant challenge in automation, necessitating human-like dexterity through the integration of perception, learning, and control. Th... Read More about A vision-guided deep learning framework for dexterous robotic grasping using Gaussian processes and transformers.

We’re all in this together: Safety, policy and the translation of human rights into multi-person virtual environments (2025)
Presentation / Conference Contribution

As immersive technologies and spatial computing paradigms move into the mainstream, public and political interest in the ‘metaverse’ is growing.



For many, virtual spaces offer an exciting view of the future, one in which we, as a global commu... Read More about We’re all in this together: Safety, policy and the translation of human rights into multi-person virtual environments.

SQUIRREL: Balancing design automation and user interaction in a computational tool for designing segmented concrete shells (2025)
Journal Article

The Automating Concrete Construction (ACORN) project explored digital workflows from the design to the construction of reinforced concrete building floor elements, reducing carbon emissions and increasing efficiency of building processes. The resulti... Read More about SQUIRREL: Balancing design automation and user interaction in a computational tool for designing segmented concrete shells.

Physical structural assessment of a segmented concrete shell building floor prototype (2025)
Journal Article

To reduce the significant environmental impact of the construction industry, building floors designed as concrete shells that work mainly in compression and that are segmented for prefabrication and disassembly offer a promising alternative to reinfo... Read More about Physical structural assessment of a segmented concrete shell building floor prototype.

Artificial intelligence harm and accountability by businesses: A systematic literature review (2025)
Presentation / Conference Contribution

This study reviews the literature on artificial intelligence (AI) harms caused by businesses, their impact on stakeholders, and the available remedial mechanisms. Using the PRISMA method, relevant articles were sourced from the Scopus database and cr... Read More about Artificial intelligence harm and accountability by businesses: A systematic literature review.

Towards developing a predictive model for interpersonal communication quality in construction projects: An ensemble artificial intelligence-based approach (2025)
Journal Article

High-quality communication among stakeholders is salient to securing and maintaining collaboration in construction projects. Indeed, the absence of such communication among the workforce leads to inefficiency, low productivity, and substandard delive... Read More about Towards developing a predictive model for interpersonal communication quality in construction projects: An ensemble artificial intelligence-based approach.

Falling risk analysis at workplaces through an accident data-driven approach based upon hybrid Artificial Intelligence (AI) techniques (2025)
Journal Article

This study proposed an accident data-driven approach using hybrid AI techniques for the quantification of falling risks at workplaces. Six machine learning models and one ensemble learning model were deployed for automatic extraction of causal factor... Read More about Falling risk analysis at workplaces through an accident data-driven approach based upon hybrid Artificial Intelligence (AI) techniques.

Development and evaluation of a maturity assessment tool for integrating building information modelling into operations and maintenance phase of buildings (2025)
Journal Article

The emergence of advanced digital tools such as building information modelling (BIM) has transformed the concept of building management in the construction sector. Despite the promising benefits of BIM in terms of successful project deliveries and en... Read More about Development and evaluation of a maturity assessment tool for integrating building information modelling into operations and maintenance phase of buildings.

Decision support for building thermal comfort monitoring with a sustainable GenAI system (2025)
Presentation / Conference Contribution

Staff expenses can account for up to 70% of business costs, with indoor conditions playing a critical role in employee health, behavior, and productivity. Optimal thermal comfort, typically around 21°C with 40-70% humidity, maximizes productivity. Ho... Read More about Decision support for building thermal comfort monitoring with a sustainable GenAI system.

Towards a computational approach for integrating photovoltaics and street art (2025)
Presentation / Conference Contribution

Building facades play an essential social role in cities by serving as media for communication and providing a canvas for cultural expression and debate. This is particularly evident in street art which uses architectural surfaces to display large im... Read More about Towards a computational approach for integrating photovoltaics and street art.

Evaluation of four gridded climate products in streamflow and drought simulations in the Kelantan River Basin, Malaysia (2025)
Journal Article

The availability of meteorological stations is generally limited and sparsely dispersed in many regions. Gridded climate products (GCPs) are commonly utilized in hydro-climatic modelling due to their wide spatial and temporal coverage. This study aim... Read More about Evaluation of four gridded climate products in streamflow and drought simulations in the Kelantan River Basin, Malaysia.

Domain-specific implications of error-type metrics in risk-based software fault prediction (2025)
Journal Article

In software development, Software Fault Prediction (SFP) is essential for optimising resource allocation and improving testing efficiency. Traditional SFP methods typically use binary-class models, which can provide a limited perspective on the varyi... Read More about Domain-specific implications of error-type metrics in risk-based software fault prediction.

Using the five safes to structure economic evaluations of data governance (2024)
Journal Article

As the world has become more digitally-dependent, questions of data governance such as ethics, institutional arrangements and statistical protection measures have increased in significance. Understanding the economic contribution of investments in da... Read More about Using the five safes to structure economic evaluations of data governance.

Future Data Services FDS Paper 4 Home and Remote Access (2024)
Preprint / Working Paper

Future Data Services is a two-year review by the ESRC into the operations and management of UK data services. This paper is published under the Data Access theme. Papers produced under this theme are reflections on the evidence gained during the revi... Read More about Future Data Services FDS Paper 4 Home and Remote Access.