Zobrazeno 1 - 10
of 75
pro vyhledávání: '"Daengngam, Chalongrat"'
Autor:
Daengngam, Chalongrat
Owing to its centrosymmetric structure, the critical optical component of a silica fiber cannot to possess a second-order nonlinear optical susceptibility, Χ(²), preventing a silica fiber from many potential applications. Here, we theoretically and
Externí odkaz:
http://hdl.handle.net/10919/77068
http://scholar.lib.vt.edu/theses/available/etd-05082012-113216/
http://scholar.lib.vt.edu/theses/available/etd-05082012-113216/
In general, most of the substances in nature exist in mixtures, and the noninvasive identification of mixture composition with high speed and accuracy remains a difficult task. However, the development of Raman spectroscopy, machine learning, and dee
Externí odkaz:
http://arxiv.org/abs/2104.04599
With noisy environment caused by fluoresence and additive white noise as well as complicated spectrum fingerprints, the identification of complex mixture materials remains a major challenge in Raman spectroscopy application. In this paper, we propose
Externí odkaz:
http://arxiv.org/abs/2010.15654
Method for classifying a noisy Raman spectrum based on a wavelet transform and a deep neural network
Autor:
Pan, Liangrui, Pipitsunthonsan, Pronthep, Daengngam, Chalongrat, Channumsin, Sittiporn, Sreesawet, Suwat, Chongcheawchamnan, Mitchai
This paper proposes a new framework based on a wavelet transform and deep neural network for identifying noisy Raman spectrum since, in practice, it is relatively difficult to classify the spectrum under baseline noise and additive white Gaussian noi
Externí odkaz:
http://arxiv.org/abs/2009.04078
Autor:
Pan, Liangrui, Pipitsunthonsan, Pronthep, Zhang, Peng, Daengngam, Chalongrat, Booranawong, Apidach, Chongcheawchamnan, Mitcham
In a normal indoor environment, Raman spectrum encounters noise often conceal spectrum peak, leading to difficulty in spectrum interpretation. This paper proposes deep learning (DL) based noise reduction technique for Raman spectroscopy. The proposed
Externí odkaz:
http://arxiv.org/abs/2009.04067
Akademický článek
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Autor:
Daengngam, Chalongrat, Lethongkam, Sakkarin, Srisamran, Panuwat, Paosen, Supakit, Wintachai, Phitchayapak, Anantravanit, Bodin, Vattanavanit, Veerapong, Voravuthikunchai, Supayang
Publikováno v:
In Materials Science & Engineering C August 2019 101:53-63
Publikováno v:
In Materials & Design 15 December 2018 160:1158-1167
Publikováno v:
In Physica B: Physics of Condensed Matter 1 April 2018 534:169-172
Publikováno v:
In Annals of Physics August 2016 371:53-66