지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
초록· 키워드
오류제보하기
Surface-enhanced Raman scattering (SERS) enables the detection of various types of π-conjugated biological and chemical moleculesowing to its exceptional sensitivity in obtaining unique spectra, offering nondestructive classification capabilities for target analytes.
Herein, we demonstrate an innovative strategy that provides significant machine learning (ML)-enabled predictive SERS platformsthrough surface-engineered graphene via complementary hybridization with Au nanoparticles (NPs). The hybridized Au NPs/grapheneSERS platforms showed exceptional sensitivity (10-7 M) due to the collaborative strong correlation between the localized elec tromagnetic effect and the enhanced chemical bonding reactivity. The chemical and physical properties of the demonstrated SERS plat form were systematically investigated using microscopy and spectroscopic analysis. Furthermore, an innovative strategy employing MLis proposed to predict various analytes based on a featured Raman spectral database. Using a customized data-preprocessing algorithm,the feature data for ML were extracted from the Raman peak characteristic information, such as intensity, position, and width, from theSERS spectrum data. Additionally, sophisticated evaluations of various types of ML classification models were conducted using k-foldcross-validation (k = 5), showing 99% prediction accuracy
목차
등록된 정보가 없습니다.
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Surface enhanced Raman Scattering (SERS) Substrates for Ultrasensitive Chemical Sensors
한국표면공학회 학술발표회 초록집
2017 .11
-
A case study of enhanced Raman scattering of graphene with different transfer methods
한국고분자학회 학술대회 연구논문 초록집
2015 .04
-
Effects of the transfer method of graphene on graphene enhanced Raman scattering
한국고분자학회 학술대회 연구논문 초록집
2015 .10
-
SERS 기판을 활용한 글루코스 분석 연구
한국표면공학회 학술발표회 초록집
2024 .10
-
Surface-Enhanced Raman Scattering Surface Using SiO₂ Nanoparticle in Solution System
한국고분자학회 학술대회 연구논문 초록집
2017 .10
-
Fabrication of Highly Sensitive Surface Enhanced Raman Scattering (SERS) Substrates for Nanoplastic Analysis
한국고분자학회 학술대회 연구논문 초록집
2023 .04
-
Efects of Low‑Temperature GeSn Bufer Layers on Sn Surface Segregation During GeSn Epitaxial Growth
Electronic Materials Letters
2020 .01
-
Rapid identification of newly emerging influenza viruses by surface-enhanced Raman spectroscopy
한국생물공학회 학술대회
2015 .10
-
Wrinkling Based Flexible and Bendable Surface Enhanced Raman Scattering (SERS) Substrate Decorated with MXene and Au Nanoparticles
한국고분자학회 학술대회 연구논문 초록집
2019 .10
-
CRISPR-Cas12a-assisted Multi-Viral DNA Detection by the Surface-Enhanced Raman Scattering (SERS)-based Triangle Au Nanoflower Substrate
한국생물공학회 학술대회
2021 .10
-
Porous Hybird Powders with Highly Dispersed Metal Nanoparticle for Surface-enhanced Raman Scattering (SERS) Sensing Applications
한국고분자학회 학술대회 연구논문 초록집
2016 .04
-
Fabrication of Bimetalic (Au-Ag) Patterns with Dielectric Interlayers for Effective Surface-Enhanced Raman Scattering (SERS) Based Detection
한국고분자학회 학술대회 연구논문 초록집
2015 .04
-
Removal of Carbon Contamination of SERS Substrates Using UV light
대한기계학회 춘추학술대회
2022 .11
-
Virus-decorated AgNWs as a Surface-enhanced Raman Scattering (SERS) Biosensor for Selective Pesticide Detection
한국고분자학회 학술대회 연구논문 초록집
2018 .10
-
Light trapping by Surface-enhance Raman Scattering Surface Using SiO₂ Nanoparticle in Solution System
한국고분자학회 학술대회 연구논문 초록집
2018 .10
-
라만 분광법을 이용한 반도체 공정 중 표면 분석
한국표면공학회지
2024 .04
-
폴리비닐알코올-금 나노입자 샌드위치 복합필름의 surface enhanced Raman scattering (SERS) 효과
한국고분자학회 학술대회 연구논문 초록집
2018 .04
-
열증착법을 이용한 고감도 화학물질 검출 센서용 표면증강라만산란(SERS) 기판 제작
한국표면공학회 학술발표회 초록집
2018 .06
-
Au Nanoparticle Monolayer with MXene on Wrinkled PDMS Substrate for Flexible and Bendable Surface Enhanced Raman Scattering (SERS) Substrate
한국고분자학회 학술대회 연구논문 초록집
2021 .10
-
Raman Chemical Imaging Technology for Food and Agricultural Applications
바이오시스템공학(구 한국농업기계학회지)
2017 .01
최근 본 자료
댓글(0)
0