Machine Learning Protocol for Surface|Enhanced Raman ...

Machine Learning Protocol for Surface-Enhanced Raman ...

A cost-effective machine learning (ML) random forest method can predict SERS signals of a trans-1,2-bis (4-pyridyl) ethylene (BPE) molecule adsorbed on a gold ...

Machine Learning Protocol for Surface-Enhanced Raman ...

ABSTRACT: Surface-enhanced Raman spectroscopy (SERS) is a powerful technique that can capture the electronic−.

Machine Learning Protocol for Surface-Enhanced Raman ... - PubMed

Surface-enhanced Raman spectroscopy (SERS) is a powerful technique that can capture the electronic-vibrational "fingerprint" of molecules on ...

Machine Learning Protocol for Surface Enhanced Raman ...

Request PDF | Machine Learning Protocol for Surface Enhanced Raman Spectroscopy | Surface-enhanced Raman spectroscopy (SERS) is a powerful technique that ...

Surface enhanced Raman spectroscopy and machine learning for ...

This study introduces the utilization of surface-enhanced Raman spectroscopy (SERS) in tandem with machine learning (ML) for the sensitive detection of ...

A Machine Learning-Driven Surface-Enhanced Raman Scattering ...

Compared to traditional RS, surface enhanced Raman spectroscopy (SERS) introduces various shapes of noble metal nanostructures on the surface, ...

Uncovering contaminants via machine learning - Nature

Surface-enhanced Raman spectroscopy (SERS) is an analytical technique for chemical detection and identification of contaminants that is ...

Machine learning-augmented surface-enhanced spectroscopy ...

Surface-enhanced spectroscopy techniques, including Surface-Enhanced Raman Scattering (SERS) and Infrared Absorption (SEIRA), provide lattice ...

Surface-Enhanced Raman Scattering Combined with Machine ...

This work reports an efficient method to detect SARS-CoV-2 antibodies in blood samples based on SERS combined with a machine learning tool.

Machine Learning Protocol for Surface-Enhanced Raman ... - X-MOL

Surface-enhanced Raman spectroscopy (SERS) is a powerful technique that can capture the electronic–vibrational “fingerprint” of molecules on surfaces.

Comparative Analysis of Machine Learning Algorithms on Surface ...

Recently, the newly emerged surface enhanced Raman spectroscopy (SERS) technique overcomes the problem by mixing metal nanoparticles such as ...

Label‐free surface‐enhanced Raman spectroscopy coupled with ...

Label-free SERS coupled with machine learning algorithms in pathogenic microbial identification: current trends, challenges, ...

Machine Learning-Assisted Sampling of Surfance-Enhanced ...

Surface-enhanced Raman scattering (SERS) is a powerful technique for sensitive label-free analysis of chemical and biological samples.

Deep learning and artificial intelligence methods for Raman and ...

This is especially the case in Raman and surface-enhanced Raman scattering (SERS) techniques where vibrational spectra of complex chemical mixtures are acquired ...

Machine Learning Protocol for Surface-Enhanced Raman ...

"Machine Learning Protocol for Surface-Enhanced Raman Spectroscopy". The Journal of Physical Chemistry Letters 10 (20). Country unknown/Code not available.

Machine Learning for COVID-19 Determination Using Surface ...

A promising solution to this problem is the combination of a spectroscopic technique: surface-enhanced Raman spectroscopy (SERS) with advanced ...

Surface‐Enhanced Raman Scattering Imaging Assisted by Machine ...

To systematically solve these problems, artificial intelligence techniques are applied to analyze the signals of pesticides based on 3D and ...

Concept of machine learning-enhanced SERS and SEIRA. (a ...

The surface‐enhanced counterparts of Raman scattering (SERS) and infrared (IR) absorption (SEIRAS) are commonly used to probe and identify nanoscale matter and ...

Machine Learning-Assisted Raman Spectroscopy and SERS for ...

Here, we highlight the use of convolutional neural networks for analyzing complex clinical data and surface enhanced Raman spectroscopy for sensitizing early ...

Application of random forest based approaches to surface ... - Nature

Surface-enhanced Raman scattering (SERS) is a valuable analytical technique for the analysis of biological samples.