Abstract Objective Despite elevated risk for epilepsy following traumatic brain injury (TBI), there are limited tools to assess epilepsy risk following TBI using routine clinical data. The objective of this study was to develop and validate a machine learning approach to predict the onset of posttraumatic epilepsy (PTE) over varying time horizons ...
Mustafa Ozmen +6 more
wiley +1 more source
From Waste to Resource: Driving Sustainability Through Eco-Friendly Substrates for Soilless Culture. [PDF]
Zhou W, Lin W, Wang H.
europepmc +1 more source
Graph Neural Network‐Based Prediction of Building Energy Consumption
A graph neural network that encodes a multi‐zone building as a graph accurately predicts hourly cooling and heating loads across three distinct climates, outperforming Random Forest and XGBoost baselines and serving as a fast surrogate to EnergyPlus simulations for scalable building energy management.
Ali Maboudi Reveshti +4 more
wiley +1 more source
The Benefits of Community-Level Efforts to Increase Tree Shade Availability for Cancer Prevention and Control. [PDF]
Holman DM +4 more
europepmc +1 more source
This study synthesizes urban hybrid energy system deployments in Southern Africa, revealing dominant PV–battery configurations, strong cost and emissions benefits, and persistent research concentration in South Africa, highlighting opportunities to scale resilient, low‐carbon urban energy solutions across the region.
Kehinde A. Adeyeye, Charles Mbohwa
wiley +1 more source
Accommodation of Biodiversity in Swedish Municipalities. A National Survey. [PDF]
Christoffersen L, Englund JE, Randrup T.
europepmc +1 more source
Forced Draught Impact on Externally Venting Flames: An Experimental and Numerical Investigation
ABSTRACT Wind can significantly influence fire development and spread in urban and forest environments causing fatal consequences for the public, the first responders, and the environment. Wind‐driven fires can have a significant impact on structural fires as wind can increase the fire's intensity, development, and flame spread.
Anoop Subramania Warrier +5 more
wiley +1 more source
Comparing guided and unguided forest bathing for graduate student stress management: a pilot study. [PDF]
Zhang Z, Gao Y, Huang X, Ye B.
europepmc +1 more source
Fire and Rescue Service Preparedness for Natural Hazards
ABSTRACT Natural hazards driven by extreme weather events are expected to continue to pose a significant risk to citizens, property and the environment. Based on a series of national and international interviews with the Fire and Rescue Service (FRS), this paper presents an analysis of present practices within the FRS and FRS willingness to employ a ...
Johan Björck, Margaret McNamee
wiley +1 more source
Correction: A study of the changing characteristics and influencing factors of holiday visitor vitality in Urban parks: The case of Fuzhou, China. [PDF]
Cui T +6 more
europepmc +1 more source

