AI-based remaining useful life prediction and modelling of seawater desalination membranes by Al Ali, Fajer

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Prediction and mechanistic analysis of drug-induced liver injury (DILI) based on chemical structure by Anika Liu (8411805)

“…In the models which used predicted protein targets as compound descriptors, we identified the most information-rich proteins which agreed with the mechanisms of action and toxicity of nonsteroidal anti-inflammatory drugs (NSAIDs), one of the most important drug classes causing DILI, stress response via TP53 and biotransformation. …”

Predicting Hypoglycemia in Diabetic Patients using Machine Learning Techniques by Eljil, Khuloud Abdel Aziz Safi

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Neuroreceptor Activation by Vibration-Assisted Tunneling by Ross D. Hoehn (1836382)

Data mining approach to predict student's selection of program majors by SIDDARTHA, SHARMILA

“…Program administrators cannot easily predict majors that will be undersubscribed early enough to take corrective actions. …”
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Predicting Cardiovascular Disease in Patients with Machine Learning and Feature Engineering Techniques by Tyagi, Sapna

“…As a result, the research proposes a model for predicting the likelihood of heart disease incidence using logistic regression capabilities.…”
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Introducing a Novel Figure of Merit for Evaluating Stability of Perovskite Solar Cells: Utilizing Long Short-Term Memory Neural Networks by Zahraa Ismail (22457644)

“…Our findings indicate that the LSTM model effectively captures and predicts the complex relationships between key design parameters—efficiency, fill factor, and open-circuit voltage—and degradation-induced changes in PSCs. …”

Accelerating the Design of Photocatalytic Surfaces for Antimicrobial Application: Machine Learning Based on a Sparse Dataset by Heesoo Park (1604989)

“…Using an experiment-to-machine-learning scheme applied to a limited experimental dataset, we built a model that can predict the photocatalytic activity of materials for antimicrobial applications over a wide range of material compositions. …”

Big Data Analytics Artefact for Outcome-Based Funding Prediction in South African Public Universities by Al Khatib, Inas

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Developing a framework for network security behavior integrated with the organization data management system to predict the threats by ISMAIL, HANI ABDELHADI ABDULLAH

“…The future work of the study is to enhance the prediction of unknown threats and apply the model in the real world to establish a security baseline for similar organizations.…”
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Intelligent Energy Consumption For Smart Homes Using Fused Machine-Learning Technique by AlZaabi, Hanadi

“…The proposed research developed a data fusion model to predict energy consumption for accuracy and miss rate. …”
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Development and modeling of novel extensional ionic polymer transducers by Akle, Barbar

“…Recently Akle and Leo (2006) reported extensional actuation in ionic polymer transducers. Model prediction indicates that such actuators can produce strain up to 10% and a blocked stress up to 20MPa under a +/- 2V applied electric potential. …”
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Agent-based model for simulating construction safety climate in a market environment by Awwad, Rita

“…When making safety policy changes, legislative bodies and construction stakeholders alike try to successfully predict the impact such reformative actions will have on emergent safety patterns. …”
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Competition vs cooperation: An agent based model for sustainable tomatoes’ import system by Sarah Namany (17268922)

“…Market dynamics represented by competitive and cooperative behaviors of the system's main players is one of the uncertainties that influence the availability and <u>affordability</u> of food products. Efficient modeling of these risks can assist decision-makers in simulating and predicting future actions that mitigate the impact that market dynamics have on the provision of food products. …”

Finite element modeling of laser assisted friction stir welding of carbon steels for enhanced sustainability of welded joints by Ammouri, A.H.

“…Process parameters, including laserassisted heating, of AISI 1045 carbon steel were investigated via a 3D finite element method (FEM) model. The laser action was modeled as heat source with constant flux. …”
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A new method for broad‐scale modeling and projection of plant assemblages under climatic, biotic, and environmental cofiltering by Alessandro Ferrarini (3951098)

“…<p></p><div> <p>There is increasing interestin broad-scale analysis, modeling, and prediction of the distribution and composition of plant species assemblages under climatic, environmental, and biotic change, particularly for conservation purposes. …”

Studying coral reef patterns in UAE waters using panel data analysis and multinomial logit and probit models by Ben Romdhane, Haifa

“…To understand some of these patterns; coral cover data, satellite-derived and in-situ water quality parameters from nine key reef environments in the UAE from 2011 to 2014 to model coral patterns were used. The objectives were to model coral patterns and realistically predict coral damage intensity with changing environmental variables. …”
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Strengthening of High Strength Reinforced Concrete Slabs with CFRP Laminates by Mahmoud, Hasan Saleh

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Fast Transient Stability Assessment of Power Systems Using Optimized Temporal Convolutional Networks by Mohamed Massaoudi (16888710)

“…A grey wolf optimizer (GWO) is utilized to fine-tune the TCN hyperparameters to improve the proposed model's accuracy. The proposed model provides critical information on the transient grid status in the early stages of fault occurrence, which may lead to taking the proper action. …”

Estimating Dust Accumulation on Photovoltaic Modules in the UAE by AlArif, Amal AbdulAziz

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