Fen Bilimleri Enstitüsü
Güncel Gönderiler
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Determination of the characteristics of building materials for optimal thermal insulation and selection of building material
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)The escalating urgency of climate change demands innovative approaches to energy conservation, particularly in the realm of building construction, known for substantial energy consumption and greenhouse gas emissions. This ... -
Systematic design optimization and implementation of line-start synchronous reluctance machine for down-hole submersible water pump applications
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Considering the electric drive systems constitute roughly 40% of global energy production, improving electric machine efficiencies provides important nationwide and global scale advantages. Among the electric motors used ... -
High-energy cosmic and gamma radiation measurement with remote-controlled secondary emission ionization calorimetry modules
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)The demand for precise, robust, and reliable radiation-resistant particle detectors and ionization calorimeters intensifies, due to the escalating luminosity and unprecedented radiation conditions at particle colliders and ... -
Design and development of machine learning models for disease prediction and biomarkers detection
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)In medical science, the prediction of diseases and the identification of biomarkers play an important role in the diagnosis and treatment of various health conditions. The recent proliferation of data mining techniques has ... -
Enhancing breast cancer detection with a hybrid machine learning approach
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)According to the World Health Organization (WHO), breast cancer is one of the most prevalent illnesses, with 7.8 million instances recorded in the previous five years. As such, it poses a serious threat to world health. ... -
Development of a machine learning-based system to identify disease biomarkers from human gut microbiota
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)The human gut microbiota consists of a diverse ecosystem of organisms, encompasses billions of species. Recently developed next-generation sequencing methods have enabled researchers to examine the microbiota in greater ... -
Tree-net: Bottleneck feature supervised network for biomedical image segmentation
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)In this thesis, we introduce Tree-NET, a novel approach for medical image segmentation utilizing bottleneck feature supervision. This method enhances traditional segmentation algorithms by keeping supervision between ... -
Turkish architectural periodicals as an agent of know-how transfer: 1960-1980
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)In this thesis, the role of architectural periodicals published in Turkey in the context of knowledge transfer between 1960 and 1980 is analyzed with textual analysis. One of the functions of architectural periodicals, ... -
Machine learning based network anomaly detection
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Intelligent technologies have led to a significant rise in internet users and applications. However, this rise in internet usage has also brought serious security challenges. Organizations rely on Network Intrusion Detection ... -
Design and implementation of nanophotonic architectures using smart-self assembly of colloidal nanomaterials
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)DNA-driven self-assembly techniques offer precise control over the positioning of colloidal nanoparticles through specific Watson–Crick interactions, and its reversibility via controlling the temperature of medium. This ... -
Design and performance enhancement of an ultra wideband vivaldi antenna
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Ultra-wideband technology has become a trending topic in the academic community since 2002 due to the release of the spectral mask by Federal Communications Commission, allowing the use of 3.6-10.1 GHz band for commercial ... -
Advancing machine learning analysis of non-coding RNA: A novel approach of negative sequence generation
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Many supervised machine learning models have been developed for the classification and identification of non-coding RNA (ncRNA) sequences. These models play a significant role in the diagnosis and treatment of various ... -
Decentralized electronic health record management system and disease prediction with machine learning methods
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Electronic health records (EHRs) are vital to the advancement of healthcare and can help detect and prevent diseases early. However, EHR sharing faces challenges such as managing large data volumes, ensuring data privacy, ... -
Biosynthesis of high value-added carotenoids by engineered microorganisms
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Carotenoids are pigment molecules that play an important role in coloring plants, algae, and other organisms. These molecules exhibit various biological activities such as anticancer, antiviral and antioxidant activities. ... -
XR (Extended reality) impact on architectural design education
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)The "XR (Extended Reality) Impact on Architectural Design Education" dissertation comprehensively examines the integration and impact of Extended Reality (XR) technologies in architectural design experience. As the field ... -
Detection and classification of flaws from ultrasonic tomography images of composite materials based on deep learning
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)This thesis introduces novel methodologies for enhancing defect classification and characterization in advanced composite materials by leveraging state-of-the-art machine learning (ML), deep learning (DL), and federated ... -
Time distributed classification of alzheimer's disease on MRI scans
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)This thesis presents a comprehensive framework for studying Alzheimer's Disease (AD) progression by focusing on the classification of AD, Mild Cognitive Impairment (MCI), and Cognitively Normal (CN) individuals using ... -
Exploring the dialog between design and display: Architectural integration of contemporary art exhibitions in Italian institutions
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Museums are dynamic spaces where architecture and exhibition design interact in significant ways, influencing each other and contributing to a cohesive cultural experience. The relationship between contemporary art ... -
Development of hybrid membrane processes for energy and water recovery from municipal wastewaters
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)This thesis study aims to develop a hybrid innovative membrane-based process that maximizes circular benefit with the recovery of energy, nutrients, and water from municipal wastewater (MWW). This process was designed ... -
Tumor detection in breast cancer histopathological images using convolutional neural networks
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2024)Breast cancer is one of the most common cancer types among women worldwide. Early detection significantly increases the chances of survival and effective treatment, making advancements in diagnostic methodologies crucial. ...
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