Research
Academic studies, research results, scientific publications and applied research.
AI • MACHINE LEARNING • DATA SCIENCE • INFORMATION SECURITY
Dr. Ozan Önal
Artificial Intelligence Specialist • Machine Learning Engineer • Data Scientist • Information Security Specialist
I work in artificial intelligence, machine learning, data science and information security; with a focus on academic research, technical studies, standards and scientific publications.
SELECTED CONTENT
My Projects • Articles • Publications
Artificial Intelligence Assistant – Live Demo
ATTENTION: THIS APPLICATION IS A DEMONSTRATION VERSION ONLY. The purpose of this version is not to deliver…
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AI-Assisted Analysis of Mammography Images
An AI-based image analysis study for classifying mammography images using deep learning and visualizing model…
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ozanonal.com – Extensible Academic and Professional Web Platform
ozanonal.com is a Django-based, multilingual and extensible web platform designed and developed by Dr. Ozan Ö…
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RAG-Based Document Query and Intelligent Assistant System Developed by Dr. Ozan Önal
Developed by Dr. Ozan Önal, this artificial intelligence system is a customizable intelligent assistant that …
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Prediction and Analysis of Ionic Conductivity in LLZO-Based Solid Electrolytes Using Machine Learning and Explainable Artificial Intelligence
Developed by Dr. Ozan Önal as part of his doctoral research, this study investigates the prediction of ionic …
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Intelligent but Opaque: The Black Box of Artificial Intelligence and the Explainability Revolution
Why is it important to understand the decisions made by artificial intelligence? In this article, Dr. Ozan Ön…
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When We Pour Our Hearts Out to Artificial Intelligence…
A column examining the privacy and security implications of sharing personal information with generative arti…
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The Pioneering Role of Physicists in Artificial Intelligence
Published in Issue 83 of the FMO e-Bulletin, this article by Dr. Ozan Önal explores physicists’ contributions…
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The Bottomless Pit of Artificial Intelligence
“The Bottomless Pit of Artificial Intelligence” is an article written by Dr. Ozan Önal and published in Issue…
Read →
A Photograph Is More Than Just a Photograph
A media feature including Dr. Ozan Önal’s views on AI-powered photo applications, facial data processing, bio…
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The effect of Ti on Mechanical, Morphological and Magnetic Properties in Fe-Ni-Ti Alloys
Morphological, mechanical and magnetic properties of Fe-Ni-Ti alloys with different Ti contents were investig…
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Prediction of Ionic Conductivity in LLZO-Based Solid Electrolytes Using Machine Learning and Determination of Optimum Compositions
This study aims to predict the ionic conductivity of LLZO (Li₇La₃Zr₂O₁₂)-based solid electrolytes using machi…
Read →
Dr. Önal: Artificial Intelligence Has Become One of the Strategic Fields Directly Shaping the Future of Nations
AI specialist Dr. Ozan Önal shared his views on his doctoral research, the future of artificial intelligence …
Read →
Effect of Ti Element on Martensitic Transformations in Fe-Ni-x%Ti Alloys
An academic study investigating the effect of Ti addition on martensitic transformations in Fe-Ni-x%Ti alloys.
Read →
Artificial Intelligence Assistant – Live Demo
ATTENTION: THIS APPLICATION IS A DEMONSTRATION VERSION ONLY. The purpose of this version is not to deliver…
Explore →
AI-Assisted Analysis of Mammography Images
An AI-based image analysis study for classifying mammography images using deep learning and visualizing model…
Explore →
ozanonal.com – Extensible Academic and Professional Web Platform
ozanonal.com is a Django-based, multilingual and extensible web platform designed and developed by Dr. Ozan Ö…
Explore →
RAG-Based Document Query and Intelligent Assistant System Developed by Dr. Ozan Önal
Developed by Dr. Ozan Önal, this artificial intelligence system is a customizable intelligent assistant that …
Explore →
Prediction and Analysis of Ionic Conductivity in LLZO-Based Solid Electrolytes Using Machine Learning and Explainable Artificial Intelligence
Developed by Dr. Ozan Önal as part of his doctoral research, this study investigates the prediction of ionic …
Explore →
Intelligent but Opaque: The Black Box of Artificial Intelligence and the Explainability Revolution
Why is it important to understand the decisions made by artificial intelligence? In this article, Dr. Ozan Ön…
Read →
When We Pour Our Hearts Out to Artificial Intelligence…
A column examining the privacy and security implications of sharing personal information with generative arti…
Read →
The Pioneering Role of Physicists in Artificial Intelligence
Published in Issue 83 of the FMO e-Bulletin, this article by Dr. Ozan Önal explores physicists’ contributions…
Read →
The Bottomless Pit of Artificial Intelligence
“The Bottomless Pit of Artificial Intelligence” is an article written by Dr. Ozan Önal and published in Issue…
Read →
A Photograph Is More Than Just a Photograph
A media feature including Dr. Ozan Önal’s views on AI-powered photo applications, facial data processing, bio…
Read →
The effect of Ti on Mechanical, Morphological and Magnetic Properties in Fe-Ni-Ti Alloys
Morphological, mechanical and magnetic properties of Fe-Ni-Ti alloys with different Ti contents were investig…
Read →
Prediction of Ionic Conductivity in LLZO-Based Solid Electrolytes Using Machine Learning and Determination of Optimum Compositions
This study aims to predict the ionic conductivity of LLZO (Li₇La₃Zr₂O₁₂)-based solid electrolytes using machi…
Read →
Dr. Önal: Artificial Intelligence Has Become One of the Strategic Fields Directly Shaping the Future of Nations
AI specialist Dr. Ozan Önal shared his views on his doctoral research, the future of artificial intelligence …
Read →
Effect of Ti Element on Martensitic Transformations in Fe-Ni-x%Ti Alloys
An academic study investigating the effect of Ti addition on martensitic transformations in Fe-Ni-x%Ti alloys.
Read →
EXPERTISE
My work and areas of expertise.
This personal website brings together my academic studies, publications, projects and technical work in artificial intelligence, machine learning, data science, information security and standards.
AI & Machine Learning
Machine Learning, Deep Learning, LLM, RAG, Explainable AI and Data Science.
Trustworthy AI
Trustworthy AI, risk management, human oversight and artificial intelligence governance.
Information Security & Standards
Information security, software quality, standardization, auditing and assessment processes.
ACADEMIC & PROFESSIONAL
Academic and professional work.
I share selected projects, publications, academic outputs and technical studies in artificial intelligence, machine learning, data science, information security and standards.