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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Nature Portfolio
2021
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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) |
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Astrophysics QB460-466 Physics QC1-999 |
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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 AT koujisegawa unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling AT takashitakahashi unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling AT yoichiando unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling AT takeshinakanishi unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling AT takafumisato unveilingquasiparticledynamicsoftopologicalinsulatorsthroughbayesianmodelling |
_version_ |
1718383828064534528 |