Search Results - "Karadag, Ilker"
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Machine Learning for Pedestrian-Level Wind Comfort Analysis
Published in Buildings (Basel) (01-06-2024)“…(1) Background: Artificial intelligence (AI) and machine learning (ML) techniques are being more widely employed in the field of wind engineering…”
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2
Re-design of a blood supply chain organization with mobile units
Published in Soft computing (Berlin, Germany) (2021)“…This research analyses the re-organization of a blood supply chain organization. Blood supply chain network design is a hard problem. Uncertainties of the…”
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3
Numerical evaluation of pedestrian-level wind and indoor thermal comfort of a historical monument, Muğla, Turkey
Published in Open house international (19-08-2022)“…Purpose>The study aims to analyze both thermal and wind comfort conditions of a historical mosque's interior and outdoor spaces for the planning of further…”
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4
Analysis of G20 Countries in terms of Scientific Publication Performances
Published in Mehmet Akif Ersoy Üniversitesi İktisadi ve İdari Bilimler Fakültesi dergisi (11-06-2024)“…The achievement of countries in generating scientific publications is also a reflection of their efforts in the scientific domain. The quantitative volume of…”
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5
An algorithm for estimation of wind-building interaction in the early design stage
Published in Megaron (Istanbul, Turkey) (01-01-2019)“…Wind-building interaction can be estimated with one of three approaches, or a combination of these: (1) on-site measurements, (2) reduced-scale wind tunnel…”
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6
Reciprocal style and information transfer between historical Istanbul Pervititch Maps and satellite views using machine learning
Published in Estoa (01-07-2022)“…Historical maps contain significant data on the cultural, social, and urban character of cities. However, most historical maps utilize specific notation…”
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7
Machine learning for conservation of architectural heritage
Published in Open house international (03-02-2023)“…PurposeAccurate documentation of damaged or destroyed historical buildings to protect cultural heritage has been on the agenda of architecture for many years…”
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8
Development of a Daylight Simulation Software for Early Design Stage: A Case Study of a Container House
Published in Periodica polytechnica. Architecture (26-04-2021)“…Daylight simulation software play a significant role in decision-making during the architectural design process. These software enable architects to make…”
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9
A machine learning-based prediction model for architectural heritage: The case of domed Sinan mosques
Published in Digital Applications in Archaeology and Cultural Heritage (01-12-2024)“…This study presents a machine learning-based prediction model (PM) customized to predict missing components of historical mosques. Domed mosques built by…”
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10
EDU-AI: a twofold machine learning model to support classroom layout generation
Published in Construction innovation (11-07-2023)“…Purpose This study aims to present a twofold machine learning (ML) model, namely, EDU-AI, and its implementation in educational buildings. The specific focus…”
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11
Interface of the Natural Ventilation Systems with Building Management Systems
Published in Periodica polytechnica. Architecture (27-11-2020)“…The vertical city is increasingly being seen as the most viable solution for many urban centers. However, being vertical means constructing tall buildings…”
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12
Transferencia recíproca de información y estilo entre los mapas históricos de Estambul de Pervititch y las vistas satelitales mediante el aprendizaje automático
Published in Estoa (01-12-2022)“…Resumen: Los mapas históricos contienen datos importantes sobre el carácter cultural, social y urbano de las ciudades. La mayoría de los mapas históricos…”
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13
Reciprocal style and information transfer between historical Istanbul Pervititch Maps and satellite views using machine learning
Published in Estoa (2022)“…Los mapas históricos contienen datos importantes sobre el carácter cultural, social y urbano de las ciudades. La mayoría de los mapas históricos utilizan…”
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14
Computational Approaches in 21st Century Architectural Design: Defining Digital Representation Methods
Published in Düzce Üniversitesi bilim ve teknoloji dergisi (Online) (31-07-2022)“…The studies on design and design methods increased towards the end of the twentieth century in industrialized societies, however, the act of design started to…”
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15
Noise Emission from Building Integrated Wind Turbines: A Case Study of a Tall Building
Published in Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi (15-04-2021)“…Tall buildings have the ability to produce wind energy, having been exposed to relatively high airflow speeds at a far distance from ground levels. However,…”
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16
Transforming Sketches into Realistic Images: Leveraging Machine Learning and Image Processing for Enhanced Architectural Visualization
Published in Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi (18-12-2023)“…This article presents a novel approach for transforming architectural sketches into realistic images through the utilization of machine learning and image…”
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17
An Algorithm for Estimation of Wind-Building Interaction in the Early Design Stage // Rüzgar-Yapı Etkileşiminin Ön Tasarım Aşamasında Tahminine Yönelik Bir Algoritma
Published in Megaron (Istanbul, Turkey) (01-01-2019)“…Wind-building interaction can be estimated with one of three approaches, or a combination of these: (1) on-site measurements, (2) reduced-scale wind tunnel…”
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18
Evaluation of Natural Ventilation Systems in Tall Buildings Considering Altitude Based Environmental Variations
Published 01-01-2013“…Buildings relied on natural ventilation strategies alone for many centuries up to the post-World War II period in which cheap energy started to liberate…”
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Dissertation