Wind, Solar, and Photovoltaic Renewable Energy Systems with and without Energy Storage Optimization: A Survey of Advanced Machine Learning and Deep Learning Techniques by Abu Zitar, Raed

“…Nowadays, learning-based modeling methods are utilized to build a precise forecast model for renewable power sources. …”
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Study on adaptive thermal comfort model and behavioral adaptation in naturally ventilated residential buildings, Jimma Town, Ethiopia by Chali Yadeta (17019057)

“…This study aimed to investigate comfort temperature, adaptive models, and behavioral adaptations in naturally ventilated residential buildings in Jimma town, Ethiopia. …”

Assessing and predicting land cover dynamics for environmental sustainability in Jordan's arid ecosystems using CA-Markov model by Rana N. Jawarneh (18180424)

“…The study utilizes the Jordan National Land Cover Dataset (JNLCD) for historical data and employs the CA-Markov model to generate a future land cover map. The results revealsignificant changes, particularly the tripling in size of urban areas at the expense of primary croplands. …”

Students behaviour toward voice assistant technology in the UAE by Al Shamsi, Jawaher

“…The independent variables of TAM, which includes: (Subjective norms (SN), Enjoyment (ENJ), Facilitating Conditions (FC), Trust (TR), and Security (SR)), were defined as the most commonly used. Second, to generate a conceptual framework by applying TAM model with most commonly adopted external variables. …”
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Energy recovery modeling of pressure-retarded osmosis systems with membrane modules compatible with high salinity draw streams by Husnain Manzoor (17115649)

A genome-wide transcriptomic analysis of embryos fathered by obese males in a murine model of diet-induced obesity by Laura Bernhardt (14152842)

Prediction of transportation index for urban patterns in small and medium-sized Indian cities using hybrid RidgeGAN model by Thottolil, Rahisha

“…We analyzed 503 real cities to find the actual relationship between the urban settlements and their road density. The nonlinear KRR model may help urban planners in deriving the network density for GAN-generated futuristic urban patterns through the settlement indicators. …”
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Mutations in L-type amino acid transporter-2 support SLC7A8 as a novel gene involved in age-related hearing loss by Meritxell Espino Guarch (18810097)

“…Significant decreases in SLC7A8 transport activity was detected for patient’s variants (p.Val302Ile, p.Arg418His, p.Thr402Met and p.Val460Glu) further supporting a causative role for SLC7A8 in ARHL. …”

Experimental Verification of Low-Pressure Kinetics Model for Direct Synthesis of Dimethyl Carbonate Over CeO₂ Catalyst by G. Ibrahim (7601063)

“…However, this synthetic route has faced significant thermodynamic limitations, even at elevated pressure conditions. …”

Optimization and assessment of solar-assisted cooling systems: A multicriteria framework and comparative study by Dana, Alghool

“…First, novel Mixed-Integer Linear Programming models are proposed to aid in generating cost-effective designs and operations for each of STECS and HSCS. …”
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Cost and Sustainability Optimization of Desalinated Water Supply Chains by Freihat, Sami Taher

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OSRA Grant Cycle 2 Public Reports : Project Title: Factors that influence Qatari Family Stability: Testing a Vulnerability and Resiliency Model by Abdrabo Soliman (10039181)

One Dimensional Seismic Site Response Analysis of United Arab Emirates by Eltayeb, Ahmed Mohamed Zaroug

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Enhancing the Prediction of Breast Cancer Progression Through Multi-modal Data Transformation by Faseela Abdullakutty (22564814)

“…Based on converted text data, a pre-trained diffusion model was used to generate synthetic medical images in histopathology, mammography, and ultrasound modalities. …”

Enhancing Liquefied Natural Gas supply chain robustness through digital twin-driven machine learning models: A special case of cryogenic heat exchanger by Mariem Mhiri (17991544)

“…The resulting forecasts will feed the ML model to predict the next operational state. The framework is validated through an extensive computational study on randomly generated scenarios. …”

Assessing the Electricity Production Capacities of Emerging Markets for the Sustainable Investments by Tamer Aksoy (17947802)

“…This situation helps to understand which of these countries are more successful in generating electricity capacity effectively. The main novelty is to define the most significant electricity generation alternatives by a novel model that integrates DEMATEL and TOPSIS with QSFSs and golden ratio. …”

MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN by Maria Siddiqua (17949149)

“…Existing techniques in the literature typically focus on restoring specific degradations using separate models, leading to computational inefficiency. To address this, an all-in-one Multidomain Attention-based Conditional Generative Adversarial Network (MACGAN) is proposed to improve scene visibility for optimal ground, aerial, and marine navigation, using the same set of parameters across all domains. …”

Optimization and assessment of solar-assisted cooling systems: A multicriteria framework and comparative study by Dana Alghool (10340691)

“…First, novel Mixed-Integer Linear Programming models are proposed to aid in generating cost-effective designs and operations for each of STECS and HSCS. …”

A customised fetal growth and birthweight standard for Qatar: a population-based cohort study by Thomas Farrell (3933833)

“…</p><h3>Methods</h3><p dir="ltr">The PEARL registry data on women delivering in Qatar (2017–2018) was used to develop a multivariable linear regression model predicting optimal birthweight. …”

Fixing a heart valve by Nature Research (16552612)

“…All of these factors significantly increase the rate of complications following valve replacement, so valve repair is a more viable option in these parts of the world. …”