Outputs (638)

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.

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.

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.

Precarious mobilities on the axis of changing labour and mobility dynamics: The case of female domestic workers in Istanbul during the COVID-19 pandemic (2025)
Journal Article

In this paper, we examine the overlapping challenges that arose from domestic work, gender, and class in the context of the COVID-19 pandemic, with implications that extend beyond this timeframe. We explore how these factors intersect with reproducti... Read More about Precarious mobilities on the axis of changing labour and mobility dynamics: The case of female domestic workers in Istanbul during the COVID-19 pandemic.

Insights into the use of GRESB as an ESG benchmarking tool (2025)
Journal Article

Purpose - Sustainability practices and reporting have consistently evolved over the years with trends towards more holistic approaches with respect to environmental, social, and corporate governance (ESG). In the real estate sector over the last deca... Read More about Insights into the use of GRESB as an ESG benchmarking tool.

Co-production and the key aspects of community involvement in flood risk management (FRM) (2025)
Presentation / Conference Contribution

Flood risk management (FRM) has shifted towards more decentralised and people-centred approaches. This increase in community involvement has become conceptually linked with ‘coproduction,’ used in other societal domains by both academics and professi... Read More about Co-production and the key aspects of community involvement in flood risk management (FRM).

Water, sanitation, and hygiene inequities in high-income countries: An introduction and agenda (2025)
Journal Article

In recent years, several research communities have turned their focus onto the matter of water, sanitation, and hygiene (WASH) services in high-income countries. Growing attention has shown that WASH problems in these settings are far more common tha... Read More about Water, sanitation, and hygiene inequities in high-income countries: An introduction and agenda.

Moderating effects of coping behaviors on stressors–Stress relationships of ethnic minority construction workers (2025)
Journal Article

To overcome the shortage of construction workers in developed countries, the construction industry recruits a minority workforce from developing countries. However, ethnic minority construction workers (EM-CWs) experience numerous stressors in the h... Read More about Moderating effects of coping behaviors on stressors–Stress relationships of ethnic minority construction workers.

Consultation response to MHCLG working paper on streamlining infrastructure planning (2025)
Report

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.