Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling

Extracting quasiparticle dispersion from photoemission data is challenging and often results in confusion when investigating low-energy excitations. As a solution the authors demonstrate a technique, which applies Bayesian analysis to extract the quasiparticle dynamics of a topological insulator fro...

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Autores principales: Satoru Tokuda, Seigo Souma, Kouji Segawa, Takashi Takahashi, Yoichi Ando, Takeshi Nakanishi, Takafumi Sato
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/acf97d49a7b743479356b5b5cc705301
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spelling oai:doaj.org-article:acf97d49a7b743479356b5b5cc7053012021-12-02T16:31:52ZUnveiling quasiparticle dynamics of topological insulators through Bayesian modelling10.1038/s42005-021-00673-62399-3650https://doaj.org/article/acf97d49a7b743479356b5b5cc7053012021-07-01T00:00:00Zhttps://doi.org/10.1038/s42005-021-00673-6https://doaj.org/toc/2399-3650Extracting quasiparticle dispersion from photoemission data is challenging and often results in confusion when investigating low-energy excitations. As a solution the authors demonstrate a technique, which applies Bayesian analysis to extract the quasiparticle dynamics of a topological insulator from angle resolved photoemission spectroscopy (ARPES) data, and could be applied to other quantum materials.Satoru TokudaSeigo SoumaKouji SegawaTakashi TakahashiYoichi AndoTakeshi NakanishiTakafumi SatoNature PortfolioarticleAstrophysicsQB460-466PhysicsQC1-999ENCommunications Physics, Vol 4, Iss 1, Pp 1-8 (2021)
institution DOAJ
collection DOAJ
language EN
topic Astrophysics
QB460-466
Physics
QC1-999
spellingShingle Astrophysics
QB460-466
Physics
QC1-999
Satoru Tokuda
Seigo Souma
Kouji Segawa
Takashi Takahashi
Yoichi Ando
Takeshi Nakanishi
Takafumi Sato
Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling
description Extracting quasiparticle dispersion from photoemission data is challenging and often results in confusion when investigating low-energy excitations. As a solution the authors demonstrate a technique, which applies Bayesian analysis to extract the quasiparticle dynamics of a topological insulator from angle resolved photoemission spectroscopy (ARPES) data, and could be applied to other quantum materials.
format article
author Satoru Tokuda
Seigo Souma
Kouji Segawa
Takashi Takahashi
Yoichi Ando
Takeshi Nakanishi
Takafumi Sato
author_facet Satoru Tokuda
Seigo Souma
Kouji Segawa
Takashi Takahashi
Yoichi Ando
Takeshi Nakanishi
Takafumi Sato
author_sort Satoru Tokuda
title Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling
title_short Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling
title_full Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling
title_fullStr Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling
title_full_unstemmed Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling
title_sort unveiling quasiparticle dynamics of topological insulators through bayesian modelling
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/acf97d49a7b743479356b5b5cc705301
work_keys_str_mv AT satorutokuda unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling
AT seigosouma unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling
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AT takashitakahashi unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling
AT yoichiando unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling
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AT takafumisato unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling
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