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ANALYZING ADVERSE EVENTS OF FDA APPROVED AI-ENABLED MEDICAL DEVICES FOR RISK-AWARE DEVELOPMENT
Yang, Annie; Özcan Top, Özden; Department of Information Systems (2025-11-26)
There is increased research interest and development of artificial intelligence (AI) in various industries, especially in healthcare. Regulatory bodies are evolving to promote patient safety and product efficacy. As theories and regulations advance to guide AI development, there is a need to continuously improve by understanding the adverse events of AI-enabled medical devices. Adverse events can reflect inadequacies in the AI system life cycle processes. AI-enabled medical devices life cycle processes must...
SENSITIVITY ANALYSIS OF AERIAL WILDFIRE FIGHTING TACTICS WITH HETEROGENEOUS FLEETS USING AN AGENT BASED SIMULATION FRAMEWORK
Çığal, Nazlıcan; Kurtuluş, Dilek Funda; Nagel, Björn; Department of Aerospace Engineering (2023-5-03)
The increase in the average temperature of the global surface temperature caused longer wildfire seasons, which have caused more severe and frequent incidents, resulting in higher expenses, unrecoverable losses and civilian casualties. Moreover, the increased number of wildfires has contributed to higher levels of carbon in the atmosphere, further exacerbating global warming. Fighting wildfires is a complex phenomenon that requires various resources, and the System of Systems (SoS) approach can be leveraged...
MODELING AND EXPERIMENTAL INVESTIGATION OF CATALYTIC HYDROGEN PEROXIDE DECOMPOSITION
Metin Alp, Yurtseven; Üner, Deniz; Department of Chemical Engineering (2025-11-07)
One distinct area of hydrogen peroxide (H2O2) utilization is propulsion. In propulsion, having high purity hydrogen peroxide and its decomposition are highly important. In this study, the use of 1H Nuclear Magnetic Resonance (NMR) in monitoring hydrogen peroxide reactions, determination of hydrogen peroxide concentration, stabilizer effects on hydrogen peroxide and contaminant influence on this chemical were investigated. The amount of hydrogen peroxide was determined with potentiometric titration and compa...
AN AI-BASED FRAMEWORK FOR MODELING STREAMFLOWS UNDER THE WATER-ENERGY-FOOD-ECOSYSTEM NEXUS APPROACH: A COMPREHENSIVE ASSESSMENT OF THE WATERSHEDS OF TÜRKİYE
Habash, Abdelrahman; Alp, Emre; Göl, Murat; Department of Environmental Engineering (2025-10-17)
A well-functioning Water–Energy–Food–Ecosystem (WEFE) Nexus is critical to support sustainable development under increasing climatic and anthropogenic pressures. Yet, most hydrological modelling frameworks still treat human activities only implicitly, limiting their ability to represent the feedbacks between water resources, energy demand, food production, and ecosystem functioning. This thesis develops an AI-based modelling framework for predicting streamflow dynamics across Türkiye while explicitly integr...
Evaluating the Impact of Human Values on Responsible AI Development from Stakeholder Perspectives
İlhan, Merve; Özcan Top, Özden; Department of Information Systems (2025-11-5)
This thesis addresses the need for responsible design and development of artificial intelligence (AI) technologies that are rapidly integrating into every aspect of life. With this rapid integration, the influence of stakeholders’ value profiles on ethical decision-making and responsible AI (RAI) development has emerged as an important area of research. For developing RAI, it is essential to consider not only technical requirements but also ethical values. Human values (HV) significantly influence stakehol...
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