CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE

Can, Fatma; Oper, Merve; ASLANCI, Fırat; KOSKU PERKGOZ, NIHAN

doi:10.17482/uumfd.779265

CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE

Fırat ASLANCI, (Eskişehir Teknik Üniversitesi, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümü, Eskişehir, Türkiye)

Fatma CAN, (Eskişehir Teknik Üniversitesi, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümü, Eskişehir, Türkiye)

Merve ÖPER, (Eskişehir Teknik Üniversitesi, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümü, Eskişehir, Türkiye)

Nihan KOSKU PERKGÖZ (Eskişehir Teknik Üniversitesi, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümü, Eskişehir, Türkiye)

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi

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Yıl: 2021 Cilt: 26 Sayı: 1 Sayfa Aralığı: 203 - 214 Metin Dili: İngilizce DOI: 10.17482/uumfd.779265 İndeks Tarihi: 29-07-2022

CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE

Öz:

Two-dimensional (2D) materials such as transition metal dichalcogenides (TMDs) are prominentcandidates to be utilized in integrated circuits. However, growing uniform and large-area 2D materials,specifically monolayers, that can be used in electronic component production is still one of the mainchallenges for these 2D materials to be incorporated in integrated circuits or other active deviceapplications. The aim of this study is to demonstrate a practical and reliable MATLAB computationalmethod, which calculates the ratio of the chemical vapor deposited monolayers to the whole substratesurface and the maximum area of the deposited flakes. In this study, we used the K-means clustering methodto calculate surface coverage where we obtained accuracy of ~96% for the simple test images (single starand hexagonal shapes). For the multi-numbered and distributed shapes example, we achieved higheraccuracy of ~98%. We also realized calculation of each flake area with ~99% accuracy indicating the flakewith the maximum area. The practical calculation of the surface coverage ratio and flake size will allow foreasy identification of the effects of the process parameters during novel material growth, which will paveway for future optoelectronic and electronic devices.

Anahtar Kelime: Clustering algorithms Transition metal dichalcogenides Two-dimensional materials Image processing

Kimyasal Buhar Biriktirme Tekniği ile Büyütülmüş Tek Katmanlı Yapıların Kaplama Oranı ve Yaprak Büyüklüğünün Hesaplanması

Öz:

Geçiş metal dikalkojenitleri (GMK'lar) gibi iki boyutlu (2B) malzemeler, entegre devrelerde kullanılmak için büyük bir potansiyele sahiptir. Bununla birlikte, elektronik bileşen üretiminde kullanılabilen tekdüze ve geniş alanlı 2B malzemelerin büyütülmesi, özellikle tek katlı yapıların, entegre devrelere veya diğer aktif cihaz uygulamalarına dahil edilmesi için hala ana zorluklardan biridir. Bu çalışmanın amacı, tek tabakalı yapılarla kaplanmış yüzeyin tüm alttaş yüzeyine oranını ve büyütülen pulların maksimum alanını hesaplayan pratik ve güvenilir bir MATLAB hesaplama yöntemini göstermektir. Bu çalışmada, yüzey kaplama oranını hesaplamak için K-ortalamalı kümeleme yöntemi kullanılmıştır, çalışma sonucunda basit test görüntüleri (tek yıldız ve tek altıgen şekilleri) için %~96 doğruluk oranı elde edilmiştir. Bununla birlikte içinde birden fazla şekil içeren test görüntülerinde %~98 doğruluk oranı elde edilmiştir. Ayrıca üretilen pulların alanının %~99 doğruluk oranıyla hesaplanması ve maksimum alanda büyütülen pulun bulunması gösterilmiştir. Yüzeyin kaplama oranı ve pul boyutu bilgilerinin pratik bir şekilde hesaplanması, gelecekteki optoelektronik ve elektronik uygulamalar için yeni malzeme büyütülmesi sırasında deney parametrelerinin yüzey kaplamasına etkisinin kolayca tanımlanmasını sağlayacaktır.

Anahtar Kelime:

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık

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APA	ASLANCI F, Can F, Oper M, KOSKU PERKGOZ N (2021). CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. , 203 - 214. 10.17482/uumfd.779265
Chicago	ASLANCI Fırat,Can Fatma,Oper Merve,KOSKU PERKGOZ NIHAN CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. (2021): 203 - 214. 10.17482/uumfd.779265
MLA	ASLANCI Fırat,Can Fatma,Oper Merve,KOSKU PERKGOZ NIHAN CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. , 2021, ss.203 - 214. 10.17482/uumfd.779265
AMA	ASLANCI F,Can F,Oper M,KOSKU PERKGOZ N CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. . 2021; 203 - 214. 10.17482/uumfd.779265
Vancouver	ASLANCI F,Can F,Oper M,KOSKU PERKGOZ N CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. . 2021; 203 - 214. 10.17482/uumfd.779265
IEEE	ASLANCI F,Can F,Oper M,KOSKU PERKGOZ N "CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE." , ss.203 - 214, 2021. 10.17482/uumfd.779265
ISNAD	ASLANCI, Fırat vd. "CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE". (2021), 203-214. https://doi.org/10.17482/uumfd.779265

APA	ASLANCI F, Can F, Oper M, KOSKU PERKGOZ N (2021). CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 26(1), 203 - 214. 10.17482/uumfd.779265
Chicago	ASLANCI Fırat,Can Fatma,Oper Merve,KOSKU PERKGOZ NIHAN CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 26, no.1 (2021): 203 - 214. 10.17482/uumfd.779265
MLA	ASLANCI Fırat,Can Fatma,Oper Merve,KOSKU PERKGOZ NIHAN CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, vol.26, no.1, 2021, ss.203 - 214. 10.17482/uumfd.779265
AMA	ASLANCI F,Can F,Oper M,KOSKU PERKGOZ N CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi. 2021; 26(1): 203 - 214. 10.17482/uumfd.779265
Vancouver	ASLANCI F,Can F,Oper M,KOSKU PERKGOZ N CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi. 2021; 26(1): 203 - 214. 10.17482/uumfd.779265
IEEE	ASLANCI F,Can F,Oper M,KOSKU PERKGOZ N "CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE." Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 26, ss.203 - 214, 2021. 10.17482/uumfd.779265
ISNAD	ASLANCI, Fırat vd. "CALCULATION OF COVERAGE AND FLAKE SIZE OF MONOLAYERS GROWN BY CHEMICAL VAPOR DEPOSITION TECHNIQUE". Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 26/1 (2021), 203-214. https://doi.org/10.17482/uumfd.779265