Aksaray University

Ensemble Machine Learning Predicts Flooding- and Organic Matter-Induced Micronutrient Dynamics in Calcareous Soils

Flooding and farmyard manure (FYM) application trigger complex, non-linear redox reactions that govern micronutrient availability in calcareous soils, yet predictive modelling of these dynamics using machine learning (ML) remains largely unexplored, and the present study was desi...

RDA-ANN Based Real-Time Selective Harmonic Elimination in Multilevel Inverter Fed by PV Panels

This work presents a novel method known as the Red Deer Algorithm-Based Artificial Neural Network (RDA-ANN) for managing real-time voltage and harmonic control in a cascade H-bridge multilevel inverter (CHB-MLI) that is fed by photovoltaic (PV) panels. The RDA-ANN technique propo...

From depth to dynamics: sukuk market development and capital buffer adjustment in Islamic banking systems

Purpose This study aims to examine how sukuk market development is associated with the dynamic adjustment of Islamic banks’ capital adequacy. Design/methodology/approach The analysis uses quarterly, system-level data for Islamic banks across ten countries over Q4-2013 to Q3-2024....

Assessment of end-tidal CO₂ levels in the diagnosis and management of patients with pulmonary embolism

Pulmonary embolism (PE) is a life-threatening emergency associated with acute cardiopulmonary deterioration. This study evaluated the clinical utility of end-tidal carbon dioxide (EtCO₂) for assessing disease severity and monitoring treatment response in high- and intermediate–hi...

ECG-based detection of occlusion myocardial infarction: a dedicated deep neural network versus multimodal large language models and physicians — a retrospective diagnostic accuracy study

Abstract Background Accurate electrocardiogram (ECG) interpretation for acute coronary occlusion is a critical, time-sensitive task in emergency care. The field is increasingly shifting from the ST-segment elevation myocardial infarction paradigm to the broader concept of occlusi...

Architectural and structural examination of the Tekirdağ archaeology museum in Türkiye

This paper presents a comprehensive architectural and structural assessment of the Tekirdağ Archaeology and Ethnography Museum, a heritage building characterised by a mixed structural system consisting of rubble masonry and reinforced concrete additions. Unlike many previous stud...

Blood Pressure and Angina-Related Health Status During Benidipine Therapy: A Multicenter Real-World Cohort Study

Background: Benidipine is a long-acting calcium channel blocker used for the treatment of hypertension and chronic coronary syndrome. Although it effectively lowers blood pressure (BP), the relationship between BP reduction and improvement in angina-related health status during b...

Monetary Dynamics and Inflation Persistence: A Machine Learning Approach Applied to Turkey

This study re-assesses the root causes of inflation through an innovative hybrid analytical framework integrating deep neural networks, random forest algorithms, and causal inference (DoWhy) within the Quantity-Theoretical Inflation Theory, using monthly data from Turkey for the...