Dr GRAZZIELA FIGUEREDO's Outputs (8)

Data-driven shear strength prediction of RC beams strengthened with FRCM jackets using machine learning approach (2024)
Journal Article
Liu, X., Figueredo, G. P., Gordon, G. S., & Thermou, G. E. (2025). Data-driven shear strength prediction of RC beams strengthened with FRCM jackets using machine learning approach. Engineering Structures, 325, Article 119485. https://doi.org/10.1016/j.engstruct.2024.119485

Fabric Reinforced Cementitious Matrix (FRCM) is an effective intervention method for improving the shear strength of existing reinforced concrete (RC) beams, yet predictive analyses are scarce. This study introduces and compares nine machine learning... Read More about Data-driven shear strength prediction of RC beams strengthened with FRCM jackets using machine learning approach.

Monitoring university student response to social distancing policy during the SARS-CoV-2 pandemic using Bluetooth: the RADAR study (2024)
Journal Article
Bolton, K. J., Mendez-Villalon, A., Nanji, H., Jia, R., Ayling, K., Figueredo, G., & Vedhara, K. (2024). Monitoring university student response to social distancing policy during the SARS-CoV-2 pandemic using Bluetooth: the RADAR study. Mathematics in Medical and Life Sciences, 1(1), Article 2425096. https://doi.org/10.1080/29937574.2024.2425096

Aim: We use the Remote Assessment of Disease and Relapses platform (RADAR) to collect Bluetooth contact and location data from university students. We test the ability of this technology to objectively capture social interaction, explore the propensi... Read More about Monitoring university student response to social distancing policy during the SARS-CoV-2 pandemic using Bluetooth: the RADAR study.

The association between drugs and vaccines commonly prescribed to older people and bullous pemphigoid: a case-control study (2024)
Journal Article
Swiderski, M., Vinogradova, Y., Knaggs, R. D., Harman, K., Harwood, R. H., Prasad, V., Persson, M. S. M., Figueredo, G., Layfield, C., & Gran, S. (2024). The association between drugs and vaccines commonly prescribed to older people and bullous pemphigoid: a case-control study. British Journal of Dermatology, Article ljae416. https://doi.org/10.1093/bjd/ljae416

Background
Bullous pemphigoid (BP) is an autoimmune skin disease that affects mainly older people. Numerous drugs have been previously associated with BP based on case series and small hospital-based studies. More reliable and precise estimates of a... Read More about The association between drugs and vaccines commonly prescribed to older people and bullous pemphigoid: a case-control study.

The association between drugs and vaccines commonly prescribed to older people and bullous pemphigoid: a case-control study (2024)
Journal Article
Swiderski, M., Vinogradova, Y., Knaggs, R. D., Harman, K., Harwood, R. H., Prasad, V., Persson, M. S. M., Figueredo, G., Layfield, C., & Gran, S. (2024). The association between drugs and vaccines commonly prescribed to older people and bullous pemphigoid: a case-control study. British Journal of Dermatology, https://doi.org/10.1093/bjd/ljae416

Background
Bullous pemphigoid (BP) is an autoimmune skin disease that affects mainly older people. Numerous drugs have been previously associated with BP based on case series and small hospital-based studies. More reliable and precise estimates of a... Read More about The association between drugs and vaccines commonly prescribed to older people and bullous pemphigoid: a case-control study.

Association between Nutritional Status Assessed by Body Mass Index and Crohn’s Disease Phenotype: A Nation-Wide Analysis (2024)
Journal Article
Ndzo, J., Vuyyuru, S. K., Trimble, T., Yan, K., Figueredo, G., & Moran, G. W. (in press). Association between Nutritional Status Assessed by Body Mass Index and Crohn’s Disease Phenotype: A Nation-Wide Analysis. Journal of Crohn's and Colitis,

Background & Aims:

Incidence of obesity and Crohn’s disease (CD) is increasing globally. Therefore, understanding any associations between adiposity and disease phenotype is crucial. We aimed explore the relationship between nutritional status me... Read More about Association between Nutritional Status Assessed by Body Mass Index and Crohn’s Disease Phenotype: A Nation-Wide Analysis.

Utilising User Data from a Food-Sharing App to Evidence the "Heat-or-Eat" Dilemma (2024)
Presentation / Conference Contribution
Semple, T., Harvey, J., Rodrigues, L., Gillott, M., Figueredo, G., & Nica-Avram, G. (2024, May). Utilising User Data from a Food-Sharing App to Evidence the "Heat-or-Eat" Dilemma. Presented at 2nd Digital Footprints Conference: Linking Digital Data for Social Impact, Bristol, UK

Introduction & Background
Previous literature has found that financially vulnerable households often make involuntary spending trade-offs between necessities, particularly energy and food. This effect is especially pronounced during winter, when hom... Read More about Utilising User Data from a Food-Sharing App to Evidence the "Heat-or-Eat" Dilemma.

A machine learning-driven approach to predicting thermo-elasto-hydrodynamic lubrication in journal bearings (2024)
Journal Article
Cartwright, S., Rothwell, B. C., Figueredo, G., Medina, H., Eastwick, C., Layton, J., & Ambrose, S. (2024). A machine learning-driven approach to predicting thermo-elasto-hydrodynamic lubrication in journal bearings. Tribology International, 196, Article 109670. https://doi.org/10.1016/j.triboint.2024.109670

Traditional methods of evaluating the performance of journal bearings, for example thermal-elastic-hydrodynamic- lubrication theory, are limited to simplified conditions that often fail to accurately model real-world components. Numerical models that... Read More about A machine learning-driven approach to predicting thermo-elasto-hydrodynamic lubrication in journal bearings.

An empirical critique of the low income low energy efficiency approach to measuring fuel poverty (2024)
Journal Article
Semple, T., Rodrigues, L., Harvey, J., Figueredo, G., Nica-Avram, G., Gillott, M., Milligan, G., & Goulding, J. (2024). An empirical critique of the low income low energy efficiency approach to measuring fuel poverty. Energy Policy, 186, Article 114014. https://doi.org/10.1016/j.enpol.2024.114014

Fuel poverty is a complex socioenvironmental issue of increasing global significance. In England, fuel poverty is assessed via the Low Income Low Energy Efficiency (LILEE) indicator, yet concerns exist regarding the efficacy of this metric given its... Read More about An empirical critique of the low income low energy efficiency approach to measuring fuel poverty.