Quantitative analysis of optical parameters using THz-TDS

Terahertz Time Domain Spectroscopy gained much popularity in recent decades due to its broadband range and high signal to noise ratio. Researchers have already started working rigorously on all aspects of this domain from developing spectroscopy for getting high-resolution signal to extracting other...

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Bibliografiset tiedot
Päätekijä: Raj, Aditya
Muut tekijät: Matemaattis-luonnontieteellinen tiedekunta, Faculty of Sciences, Fysiikan laitos, Department of Physics, Jyväskylän yliopisto, University of Jyväskylä
Aineistotyyppi: Pro gradu
Kieli:eng
Julkaistu: 2023
Aiheet:
Linkit: https://jyx.jyu.fi/handle/123456789/89479
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author Raj, Aditya
author2 Matemaattis-luonnontieteellinen tiedekunta Faculty of Sciences Fysiikan laitos Department of Physics Jyväskylän yliopisto University of Jyväskylä
author_facet Raj, Aditya Matemaattis-luonnontieteellinen tiedekunta Faculty of Sciences Fysiikan laitos Department of Physics Jyväskylän yliopisto University of Jyväskylä Raj, Aditya Matemaattis-luonnontieteellinen tiedekunta Faculty of Sciences Fysiikan laitos Department of Physics Jyväskylän yliopisto University of Jyväskylä
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description Terahertz Time Domain Spectroscopy gained much popularity in recent decades due to its broadband range and high signal to noise ratio. Researchers have already started working rigorously on all aspects of this domain from developing spectroscopy for getting high-resolution signal to extracting other indispensable information out of gas molecules and biological samples. In this study, I have emphasize the use of this powerful THZ-TDS technique to extract information in a quantitative approach. We have shown that the sensitivity of our spectroscopy can be estimated by measuring the concentration of a sample. This has been demonstrated through a physical model applied on both solid samples as well as on gas sample. In addition, knowing that several convolutional mathematical physical modelling are being exploited in order to acquire better precision but less work has been done on measuring the uncertainty on the parameters extracted from these mathematical modelling. In this study, I have also attempted to visualise uncertainties on optical parameters of lactose sample extracted through Lorentz model of electronic dispersion. This is achieved by numerically evaluating Hessian matrix, which is a second order partial derivatives of the function at optimised parameters. Subsequently, the standard deviation is computed by taking diagonal elements of inverse of this Hessian matrix. This uncertainties are shown using error bars on real and imaginary part of refractive index of lactose sample.
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spellingShingle Raj, Aditya Quantitative analysis of optical parameters using THz-TDS terahertz error bars optical parameters Fysiikka Physics 4021 spektroskopia optiikka taittovirheet laktoosi optimointi matemaattiset mallit optiset laitteet mittaus mittausmenetelmät taittuminen spectroscopy optics refractive errors lactose optimisation mathematical models optical instruments measurement measuring methods refraction
title Quantitative analysis of optical parameters using THz-TDS
title_full Quantitative analysis of optical parameters using THz-TDS
title_fullStr Quantitative analysis of optical parameters using THz-TDS Quantitative analysis of optical parameters using THz-TDS
title_full_unstemmed Quantitative analysis of optical parameters using THz-TDS Quantitative analysis of optical parameters using THz-TDS
title_short Quantitative analysis of optical parameters using THz-TDS
title_sort quantitative analysis of optical parameters using thz tds
title_txtP Quantitative analysis of optical parameters using THz-TDS
topic terahertz error bars optical parameters Fysiikka Physics 4021 spektroskopia optiikka taittovirheet laktoosi optimointi matemaattiset mallit optiset laitteet mittaus mittausmenetelmät taittuminen spectroscopy optics refractive errors lactose optimisation mathematical models optical instruments measurement measuring methods refraction
topic_facet 4021 Fysiikka Physics error bars lactose laktoosi matemaattiset mallit mathematical models measurement measuring methods mittaus mittausmenetelmät optical instruments optical parameters optics optiikka optimisation optimointi optiset laitteet refraction refractive errors spectroscopy spektroskopia taittovirheet taittuminen terahertz
url https://jyx.jyu.fi/handle/123456789/89479 http://www.urn.fi/URN:NBN:fi:jyu-202310065509
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