[HTML][HTML] Probabilistic occupancy forecasting for risk-aware optimal ventilation through autoencoder Bayesian deep neural networks

C Zhuang, R Choudhary, A Mavrogianni - Building and Environment, 2022 - Elsevier
Ventilation plays a noteworthy role in maintaining a healthy, comfortable and energy-
efficient indoor environment and mitigating the risk of aerosol transmission and disease …

[HTML][HTML] Enhancing resilience in construction against infectious diseases using stochastic multi-agent approach

NG Seresht - Automation in Construction, 2022 - Elsevier
To recover from the adverse impacts of COVID-19 on construction and to avoid further
losses to the industry in future pandemics, the resilience of construction industry needs to be …

COVID-19 public transit precautions: Trade-offs between risk reduction and costs

L Hanig, CD Harper, D Nock - Transportation Research Interdisciplinary …, 2023 - Elsevier
Public transit has received scrutiny as a vector for spreading COVID-19 with much of the
literature finding correlations between transit ridership and COVID-19 rates by assessing the …

Rationalising data collection for supporting decision making in building energy systems using value of information analysis

M Langtry, C Zhuang, R Ward, N Makasis… - Journal of Building …, 2024 - Taylor & Francis
The use of data collection to support decision making through the reduction of uncertainty is
ubiquitous in the management, operation, and design of building energy systems. However …

[PDF][PDF] An agent-based model to support infection control strategies at school

D Baccega, S Pernice, P Terna, P Castagno… - JASSS, 2022 - iris.unito.it
Many governments enforced physical distancing measures during the COVID-19 pandemic
to avoid the collapse of often fragile and overloaded health care systems. Following the …

Value of information analysis for rationalising information gathering in building energy analysis

M Langtry, C Zhuang, R Ward, N Makasis… - arXiv preprint arXiv …, 2023 - arxiv.org
The use of monitored data to improve the accuracy of building energy models and operation
of energy systems is ubiquitous, with topics such as building monitoring and Digital …

Personalized displacement ventilation as an energy-efficient solution for airborne disease transmission control in offices

L La Heij, S Gkantonas, E Mastorakos - Frontiers in Mechanical …, 2023 - frontiersin.org
There is evidence to suggest that airborne droplets play an important role in the
transmission of respiratory diseases. The highest risk of exposure to these pathogens is in …

[PDF][PDF] Corso di Laurea Magistrale in Informatica

M Sereno, DP Castagno, P Terna, G Ruffo - researchgate.net
L'epidemiologia computazionale è un'area di ricerca estremamente interessante ed
importante, soprattutto in questi ultimi anni. Le motivazioni che stanno dietro alla scelta di …