Study of Damage to Shutters Exposed to a Vegetation Fire: Definition of Vulnerability Thresholds
ABSTRACT This study examines the fire behavior of wooden, PVC, and aluminum shutters through laboratory and large‐scale experiments. Laboratory tests were conducted using a cone calorimeter to assess the ignitability of the PVC and wooden shutters, focusing on the critical heat flux of ignition, ignition time and critical Flux Time Product (FTP ...
C. Luciani +5 more
wiley +1 more source
Decoding the spatiotemporal heterogeneity of bacterial virulence gene expression using single-cell approaches. [PDF]
Alves Â, Pombinho R, Cabanes D.
europepmc +1 more source
Predicting EU Emissions Allowance Prices Using Macroeconomic Indicators and Hybrid AI Models
ABSTRACT Predicting carbon allowance prices has grown more crucial in relation to carbon market regulation, financial strategy, and environmental policy development. This study examines a hybrid forecasting system that combines deep learning with ensemble machine learning models to forecast the price fluctuations of EU Emissions Allowance (EUAs) within
Saptarshi Ganguly +2 more
wiley +1 more source
Prevalence estimates of nonordinary experiences depend on validity and measurement choices. [PDF]
Fischer R +10 more
europepmc +1 more source
Beta Forecasting With Realized Beta Estimators and Machine Learning Algorithms
ABSTRACT This paper applies machine learning algorithms to the modeling of realized betas for the purposes of forecasting stock systematic risk. Higher levels of beta forecast accuracy are demonstrated, relative to other studies in the literature. These improvements are also highly significant, both statistically and economically.
Bao Doan +3 more
wiley +1 more source
Engineering framework for curiosity-driven and humble AI in clinical decision support. [PDF]
Arslan J +17 more
europepmc +1 more source
The Role of Variance Risk Premium in Derivative Pricing: Modeling, Estimation and Impact
ABSTRACT This paper estimates a model where variance risk premiums (VRP) is not fully explained by equity risk premiums (ERP). This separation can be detected thanks to a new breed of GARCH models with enough innovations to disconnect returns from variances. This type of risk‐neutralization is compatible with continuous‐time settings.
Marcos Escobar‐Anel +2 more
wiley +1 more source
Can systematic skewness factors predict future interest rates: Evidence from China. [PDF]
Liang X, Sun Y.
europepmc +1 more source
Volatility Formation in Dairy Futures: Fundamentals, Public Information, and Processing Ambiguity
ABSTRACT Class III milk futures cash‐settle to an administered price based on weekly component prices, creating a predictable within‐month flow of settlement‐relevant information. This paper studies drivers of cross‐month variation in realized volatility in this formula‐settled market.
Xiaodong Du
wiley +1 more source
Bridging corpus diagnostics and EAP pedagogy: A corpus-driven study on lexical hedges in Chinese scholars' spoken academic English. [PDF]
Wang Y, Yu Y, Song H, Wu Y, Lin L.
europepmc +1 more source

