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Sensing Volatile Pollutants with Spin-Coated Films Made of Pillar[5]arene Derivatives and Data Validation via Artificial Neural Networks

ACS Applied Materials and Interfaces · Haziran 2024

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YÖKSİS Kayıtları
Sensing volatile pollutants with spin-coated films made of pillar[5]arene derivatives and data validation via artificial neural networks
ACS Applied Materials & Interfaces · 2024 SCI-Expanded
Prof. Dr. MUSTAFA ÖZMEN →
Sensing Volatile Pollutants with Spin-Coated Films Made of Pillar[5]arene Derivatives and Data Validation via Artificial Neural Networks
ACS Applied Materials & Interfaces · 2024 SCI-Expanded
Prof. Dr. AHMED NURİ KURŞUNLU →
YÖKSİS ISSN Eşleşmesi

Bu dergide (ISSN eşleşmesi) kurumun 16 kaydı bulundu.

YÖKSİS Kayıtları — ISSN Eşleşmesi
Graphene Quantum Dots based Photoluminescent Sensor A Multifunctional Composite for Pesticide Detection
2015 ISSN: 1944-8244 SCI-Expanded
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Hydrogen Evolution Catalyzed by Cu2WS4 at Liquid Liquid Interfaces
2016 ISSN: 1944-8244 SCI-Expanded
Prof. Dr. İMREN HATAY PATIR →
Improvement of Catalytic Activity by Nanofibrous CuInS2 for Electrochemical CO2 Reduction
2016 ISSN: 1944-8244 SCI-Expanded
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Low Work Function Lacunary Polyoxometalates as Electron Transport Interlayers for Inverted Polymer Solar Cells of Improved Efficiency and Stability
2017 ISSN: 1944-8244 SCI-Expanded
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Enhanced Device Efficiency and Long-Term Stability via Boronic Acid-Based Self-Assembled Monolayer Modification of Indium Tin Oxide in a Planar Perovskite Solar Cell
2018 ISSN: 1944-8244 SCI
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Hydrogen Evolution Catalyzed by Cu2WS4 at Liquid-Liquid Interfaces
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Doç. Dr. EMRE ASLAN →
Inclusion of Quercetin in Gold Nanoparticles Decorated with Supramolecular Hosts Amplifies its Tumor Targeting Properties
2019 ISSN: 1944-8244 SCI
Prof. Dr. SERDAR KARAKURT →
Photothermal Antibacterial and Antibiofilm Activity of Black Phosphorus/Gold Nanocomposites against Pathogenic Bacteria
2020 ISSN: 1944-8244 SCI-Expanded Q1
Arş. Gör. İLKNUR AKSOY ÇEKCEOĞLU →
Photothermal Antibacterial and Antibiofilm Activity of Black Phosphorus/Gold Nanocomposites against Pathogenic Bacteria
2020 ISSN: 1944-8244 SCI-Expanded
Dr. Öğr. Üyesi FATİH SEVGİ →
Design of Xylose-Based Semisynthetic Polyurethane Tissue Adhesives with Enhanced Bioactivity Properties
2016 ISSN: 1944-8244 SCI
Dr. Öğr. Üyesi MERVE GÖKŞİN KARAASLAN TUNÇ →
Fast Curing Multifunctional Tissue Adhesives of Sericin-Based Polyurethane-Acrylates for Sternal Closure
2022 ISSN: 1944-8244 SCI-Expanded Q1
Dr. Öğr. Üyesi MERVE GÖKŞİN KARAASLAN TUNÇ →
Viologen-Based Covalent Organic Frameworks toward Metal-Free Highly Efficient Photocatalytic Hydrogen Evolution
2023 ISSN: 1944-8244 SSCI Q1
Dr. Öğr. Üyesi GİZEM YILDIZ →
Eco-Friendly Boost for Perovskite Photovoltaics: Harnessing Cellulose-Modified SnO2 as a High-Performance Electron Transporting Material
2023 ISSN: 1944-8244 SCI-Expanded Q1
Doç. Dr. TEOMAN ÖZTÜRK →
Viologen-Based Covalent Organic Frameworks toward Metal-Free Highly Efficient Photocatalytic Hydrogen Evolution
2023 ISSN: 1944-8244 SCI-Expanded Q1
Prof. Dr. İMREN HATAY PATIR →
Sensing Volatile Pollutants with Spin-Coated Films Made of Pillar[5]arene Derivatives and Data Validation via Artificial Neural Networks
2024 ISSN: 1944-8244 SCI-Expanded Q1
Prof. Dr. AHMED NURİ KURŞUNLU →
Sensing volatile pollutants with spin-coated films made of pillar[5]arene derivatives and data validation via artificial neural networks
2024 ISSN: 1944-8244 SCI-Expanded Q1
Prof. Dr. MUSTAFA ÖZMEN →

Makale Bilgileri

Dergi ACS Applied Materials and Interfaces
ISSN19448244
Yayın TarihiHaziran 2024
Cilt / Sayfa16 · 31851-31863
DOI10.1021/acsami.4c06970
Scopus ID2-s2.0-85195280591
Erişim🔓 Açık Erişim
Özet Different types of solvents, aromatic and aliphatic, are used in many industrial sectors, and long-term exposure to these solvents can lead to many occupational diseases. Therefore, it is of great importance to detect volatile organic compounds (VOCs) using economic and ergonomic techniques. In this study, two macromolecules based on pillar[5]arene, named P[5]-1 and P[5]-2, were synthesized and applied to the detection of six different environmentally volatile pollutants in industry and laboratories. The thin films of the synthesized macrocycles were coated by using the spin coating technique on a suitable substrate under optimum conditions. All compounds and the prepared thin film surfaces were characterized by NMR, Fourier transform infrared (FT-IR), elemental analysis, atomic force microscopy (AFM), scanning electron microscopy (SEM), and contact angle measurements. All vapor sensing measurements were performed via the surface plasmon resonance (SPR) optical technique, and the responses of the P[5]-1 and P[5]-2 thin-film sensors were calculated with ΔI/Io × 100. The responses of the P[5]-1 and P[5]-2 thin-film sensors to dichloromethane vapor were determined to be 7.17 and 4.11, respectively, while the responses to chloroform vapor were calculated to be 5.24 and 2.8, respectively. As a result, these thin-film sensors showed a higher response to dichloromethane and chloroform vapors than to other harmful vapors. The SPR kinetic data for vapors validated that a nonlinear autoregressive neural network was performed with exogenous input for the best molecular modeling by using normalized reflected light intensity values. It can be clearly seen from the correlation coefficient values that the nonlinear autoregressive with exogenous input artificial neural network (NARX-ANN) model for dichloromethane converged more successfully to the experimental data compared to other gases. The correlation coefficient values of the dichloromethane modeling results were approximately 0.99 and 0.98 for P[5]-1 and P[5]-2 thin-film sensors, respectively.

Yazarlar (8)

1
Ahmed Nuri Kursunlu
2
Yaser Acikbas
ORCID: 0000-0003-3416-1083
3
Ceren Yilmaz
4
Mustafa Ozmen
ORCID: 0000-0001-5117-9168
5
Inci Capan
ORCID: 0000-0003-1080-4590
6
Rifat Capan
7
Kemal Buyukkabasakal
8
Ahmet Senocak
ORCID: 0000-0002-7503-4059

Anahtar Kelimeler

chemical sensor NARX-ANN model pillar[5]arene spun thin film surface plasmon resonance

Kurumlar

Balikesir Üniversitesi
Balikesir Turkey
Gebze Teknik Üniversitesi
Gebze Turkey
Selçuk Üniversitesi
Selçuklu Turkey
Usak University
Usak Turkey
Scimago Dergi (ISSN Eşleşmesi)
ACS Applied Materials and Interfaces
Q1 OA
SJR Skoru1,614
H-Index356
YayıncıAmerican Chemical Society
ÜlkeUnited States
Materials Science (miscellaneous) (Q1)
Medicine (miscellaneous) (Q1)
Nanoscience and Nanotechnology (Q1)
Dergi sayfasına git

Metrikler

7
Atıf
8
Yazar
5
Anahtar Kelime

Sistemimizdeki Yazarlar

MÖ
MUSTAFA ÖZMEN
Prof. Dr.

Hızlı Erişim

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