OSRA Grant Cycle 3 Public Reports : Project Title: The Relationship Between Father Involvement and Self-Esteem in Qatari Youth by Tarek Bellaj (3278856)

Refractive Index of Engine‐Emitted Black Carbon and the Influence of Organic Coatings on Optical Properties by Dawei Hu (2186113)

“…In addition, organics were condensed onto BC to test optical models for coated particles. For BC particles coated with non‐absorbing organics, the extinction is predicted accurately by all models. …”

Ensemble Deep Random Vector Functional Link Neural Network for Regression by Minghui Hu (2457952)

“…To address this problem, we propose a random skip connection-based edRVFL, which can keep the diversity in the latent space. esc-RVFL is an ensemble scheme that utilizes several edRVFL-RSC models trained on the different folds of the training dataset. …”

Robust and novel attention guided MultiResUnet model for 3D ground reaction force and moment prediction from foot kinematics by Md. Ahasan Atick Faisal (15302410)

“…<p dir="ltr">Ground reaction force and moment (GRF&M) measurements are vital for biomechanical analysis and significantly impact the clinical domain for early abnormality detection for different neurodegenerative diseases. …”

Deep learning-based modeling of land use/land cover changes impact on land surface temperature in Greater Amman Municipality, Jordan (1980–2030) by Khaled F. Alkaraki (22051967)

“…A set of maps for land cover, LST, Normalized Difference Vegetation Index (NDVI), Normalized Difference Built-up Index (NDBI), and topography was integrated into the Cellular Automata-Artificial Neural Network (CA-ANN) and the Long-Short-Term Model (LSTM) models to predict the LULC and LST for 2030. …”

Experimental and DFT/TD-DFT computational investigations of the solvent effect on the spectral properties of nitro substituted pyridino[3,4-c]coumarins by Mohanad, Shkoor

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A Comprehensive Machine and Deep Learning Approach for Aerosol Optical Depth Forecasting: New Evidence from the Arabian Peninsula by Ahmad Qadeib Alban (16855206)

“…<p dir="ltr">Accurate forecasting of environmental pollution indicators holds significant importance in diverse fields, including climate modeling, environmental monitoring, and public health. …”

Binary-NeRV: Hybrid-Precision Weights Binarization for Efficient Neural Video Representation by Shanableh, Tamer

“…In this work, we propose Binary-NeRV, a hybrid-precision extension of NeRV that integrates XNOR-based binary convolutions into the decoding pipeline to significantly reduce model size, bitrate, and computational complexity while reasonably preserving reconstruction fidelity. …”
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Edge-Optimized Deep Learning Architectures for Classification of Agricultural Insects with Mobile Deployment by Akhtar, Muhammad Hannan

“…The best quantized model, produced through Post-Training Quantization, was able to maintain a classification accuracy of 77.8% while significantly reducing the model size from 33 MB to 9.6 MB. …”
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Improving Quality and Operational Performance of Service Organizations: An Empirical Analysis Using Repeated Cross-Sectional Data of U.S. Firms by Mahour Parast (16904646)

Government Digital Transformation: A Tailor-Made Digital Maturity Assessment Framework by Muna Alfadhli (22467085)

“…This research is based on analyzing the factors of maturity assessment models developed by industry leaders from three leading global consulting firms. …”

ECP: Error-Aware, Cost-Effective and Proactive Network Slicing Framework by Amr E. Aboeleneen (19237135)

Collaborative Federated Learning for Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge by Adnan Qayyum (16875936)

“…We evaluate the performance of the proposed framework under different experimental setups on two benchmark datasets. …”

Reactions, Adsorption and Diffusion in FCC Catalysts by Mahaly, Wafa

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Fourier-Transform Infrared Imaging Spectroscopy and Laser Ablation -ICPMS New Vistas for Biochemical Analyses of Ischemic Stroke in Rat Brain by Mohamed H. M. Ali (5768066)

“…</p><p dir="ltr"><br></p><h3>Results</h3><p dir="ltr">The FTIR results revealed that in the lesioned gray matter the relative distribution of lipid, lipid acyl and protein contents decreased significantly. Also at this locus, there was a significant increase in aggregated protein as detected by high-levels Aβ1-42. …”

Advanced Techniques for Predicting the Future Progression of Type 2 Diabetes by Md. Shafiqul Islam (8988548)

“…If it goes unchecked for an extended period, it can lead to the damage of different body organs and develop life-threatening health complications. …”

Glass Selection for High-Rise Residential Buildings in the United Arab Emirates based on Life Cycle Cost Analysis by Mokhtar, Ahmed

“…An energy simulation modelling tool is used to provide data on the impact of different types of glass on the cooling load and hence the energy consumption. …”
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Environment, Education, and Personality Innovation Based Index by Al Qawasmi, Mahmoud Ghandi Mahmoud

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Intelligent Fusion of Deep Features for Improved Waste Classification by Kashif Ahmad (12592762)

“…Moreover, we also evaluate the performance of the individual deep models, and compare our results against state-of-the-art methods demonstrating a significant improvement of 3.58% over state-of-the-art.…”

Exploring the Potential of Placing Charging Stations at Relief Stands for EV Fleets in Ride-Hailing and Taxi Services by Raka Jovanovic (17947838)

“…<p dir="ltr">In recent years, there has been a significant surge in the adoption of electric vehicles (EVs) in public transportation services, particularly in sectors like bus and taxi operations. …”