Ozan Yetkin

E-mail

oyetkin@metu.edu.tr

Department

Department of Architecture

ORCID

0000-0002-3843-6972

Scopus Author ID

000000

Web of Science Researcher ID

AAZ-6494-2020

Collaborating with Agents in Architectural Design and Decision-Making Process: Top-down and Bottom-up Case Studies Using Reinforcement Learning Yetkin, Ozan; Sürer, Elif; Sorguç, Arzu (2023-10-18)
Demystifying Machine Learning For Architecture Students Sorguç, Arzu; Kruşa Yemişcioğlu, Müge; Yetkin, Ozan (2022-12-01) With the developments in technology, mass data, new approaches/tools, and the increasing inclusion of machine learning applications, the necessity to teach these concepts and their applications have emerged in all research...
Levels of Mapping in Nature-informed Studies A Case Study on Informed Wall Kruşa Yemişcioğlu, Müge; Sorguç, Arzu; Yetkin, Ozan (2022-09-13) Nature provides a vast amount of information to be learnt in various scales with different level of complexities in architecture. Today, the increasing role of computational design and advents in new fabrication technologi...
Demystifying Machine Learning for Architecture Students Sorguç, Arzu; Kruşa Yemişcioğlu, Müge; Yetkin, Ozan (2022-06-26) Teknolojideki gelişmeler, verilerin artışı, yeni yaklaşımların benimsenmesini kolaylaştıran araçlar ve makine öğrenmesi uygulamalarının mimariye artan oranda dahil olması öğrencilerin bu alanlara ve uygulama çalışmalarına ...
Sayısal Tasarım Araçlarının Kışı mı Geliyor? Sorguç, Arzu; Yetkin, Ozan (2020-10-24) Dijital medyanın çekiciliği ve artan kullanımı ile hesaplama ve bilgi teknolojilerinin kullanılabilirliği, tasarım sürecini ve yapım eylemini değiştirmektedir. CAD ve CAM mimari tasarımın erken aşamalarından başlayarak, mi...
Design Space Exploration of Initial Structural Design Alternatives via Artificial Neural Networks Yetkin, Ozan; Sorguç, Arzu (2019-09-13) Increasing implementation of digital tools within a design process generates exponentially growing data in each phase, and inevitably, decision making within a design space with increasing complexity will be a great challe...
A Novel Approach for Classification of Structural Elements in a 3D Model by Supervised Learning Yetkin, Ozan; Kılıç, Özkan; Moon, Kongpyung (null; 2018-09-19) Development of Computer Aided Design (CAD) has made a transition from 2D to 3D architectural representation and today, designers directly work with 3D digital models for the initial design process. While these digital mode...

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