Study of the Impact of Land Use and Land Cover (LULC) Changes on local climate in Six Mega Global Cities in the 21st Century by Sabobeh, Lara Ali

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Artificial neural network algorithms. (c1999) by Ramadan, Samer N.

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Daytime Variation of Urban Heat Islands: The Case Study of Doha, Qatar by Yasuyo Makido (18808108)

“…To help explain near-surface air temperatures using land cover variables, we employed three statistical approaches: Ordinary Least Squares (OLS), Regression Tree Analysis (RTA), and Random Forest (RF). We validated the predictions of the statistical models by computing the Root Mean Square Error (RMSE) and discovered that temporal variations in urban heat are mediated by different factors throughout the day. …”

A New Data-Based Dust Estimation Unit for PV Panels by Shaaban, Mostafa

“…In this approach, a dust estimation unit based on a regression tree model has been developed to estimate the dust accumulation. …”
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Estimating Dust Accumulation on Photovoltaic Modules in the UAE by AlArif, Amal AbdulAziz

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Modeling circadian clock–cell cycle interaction effects on cell population growth rates by El Khatib, N.

“…Particularly, we show that Cry 1, Cry 2 mutations decrease the growth rate of cells, Per 2 mutation enhances it and Bmal 1 knockout increases it for autonomous periods of the cell cycle less than 21 h and decreases it elsewhere. …”
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Successful Use of Intravenous B-blocker Therapy in Cardiogenic Shock Supported With Venoarterial Extracorporeal Membrane Oxygenation: A Case Series by Alaa Rahhal (14150403)

“…<p dir="ltr">Tachycardia in cardiogenic shock (CS) might reduce the cardiac output (CO) by decreasing the ventricular filling time. Nevertheless, heart rate (HR) control with agents that possess negative inotropy might decrease the CO. …”

An atomistic molecular dynamic model to study the properties of LLDPE and wax by M. F. T. Mosoabisane (17725950)

“…After validation, the application of the model showed that the branch content of modelled LLDPE affected the glass transition temperature when the branch content was 70 per 1000 carbons for models with different branch lengths. …”

Solar hydrogen production via thermochemical magnesium oxide – Magnesium sulfate water splitting cycle by Rahul R. Bhosale (6467102)

“…As per the analysis, this cycle achieved the highest solar-to-fuel energy conversion efficiency (47.7%) at the molar flow rate of Ar = 1 mol/s, thermal reduction temperature = 1490 K, and water splitting temperature = 475 K. …”

Assessment of Brain Function After 240 Days Confinement Using Functional Near Infrared Spectroscopy by Yahya, Fares

“…The power spectral density shows a significant increase with time-in-mission across all participants in most of the frontal area. …”
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FiLM-SimVP: Scalable Uncertainty Quantification in Spatiotemporal Forecasting by Shehel Yoosuf (23073535)

“…Quantile regression has been proposed as a computationally efficient and assumption-free approach for uncertainty quantification by generating prediction intervals. Yet, existing deep learning based quantile regression methods struggle to scale efficiently with large datasets. …”

A Comparative Study of Contemporary Learning Paradigms in Bug Report Priority Detection by Eyüp Halit Yilmaz (21400700)

“…<p dir="ltr">The increasing complexity of software development demands efficient automated bug report priority classification, and recent advancements in deep learning hold promise. …”

SynergyGrids: blockchain-supported distributed microgrid energy trading by Moayad Aloqaily (14158932)

“…The trading system shows 17.8% decrease in energy cost for consumers and 76.4% decrease in load over utility grids when compared with its counterparts.…”

Trends in the global, regional, and national burden of oral conditions from 1990 to 2021: a systematic analysis for the Global Burden of Disease Study 2021 by Eduardo, Bernabe

“…Untreated dental caries of permanent teeth and severe periodontitis were the most common oral conditions, with a global age-standardised prevalence of 27 500 (24 000 to 32 000) per 100 000 population and 12 500 (10 500 to 14 500) per 100 000 population, respectively. …”
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Performance of Different Concrete Types Exposed to Elevated Temperatures: A Review by Alhamad, Amjad

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Design and Analysis of Buffer-Aided Cooperative Networks using Deterministic and Reinforcement Learning Techniques by El Zahr, Sawsan

“…Applications enabled by 5G technology resulted in an unforeseen increase in data traffic and data flows from any source to a destination are experiencing increased outages, delays, and drop-outs. …”
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Awareness and education are the most significant elements for safe driving behavior and better life quality by Amal Abdul Aziz Sabri (19772844)

“…This is especially true for the rapid development of road networks in the country and the exponential increase in the number of drivers, vehicles and the related industry development. …”

Doping in sports and current regulations by Muneera Ahmed Alkhelaifi (21347873)

“…Such a move is essential, as it will increase the avenue for handling doping cases using additional resources such as the legal framework of a country. …”

Zooming Into Clarity: Image Denoising Through Innovative Autoencoder Architectures by Khatereh Mohammadi (17309662)

“…<p dir="ltr">In today’s era of increasing data complexity and pervasive noise, robust techniques for data processing, reconstruction, and denoising are crucial. …”

Water Footprint Assessment and Virtual Water Trade in the Globally Most Water-Stressed Country, Qatar by Nayla Higazy (17679453)

“…The virtual water exports gradually decreased over the years with the most notable decrease in 2018 following Qatar’s blockade. …”