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...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2021-07-01
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| Series: | Communications Physics |
| Online Access: | https://doi.org/10.1038/s42005-021-00673-6 |
| _version_ | 1818855656915992576 |
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| 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 |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-19T08:12:05Z |
| format | Article |
| id | doaj.art-acf97d49a7b743479356b5b5cc705301 |
| institution | Directory Open Access Journal |
| issn | 2399-3650 |
| language | English |
| last_indexed | 2024-12-19T08:12:05Z |
| publishDate | 2021-07-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Communications Physics |
| spelling | doaj.art-acf97d49a7b743479356b5b5cc7053012022-12-21T20:29:36ZengNature PortfolioCommunications Physics2399-36502021-07-01411810.1038/s42005-021-00673-6Unveiling quasiparticle dynamics of topological insulators through Bayesian modellingSatoru Tokuda0Seigo Souma1Kouji Segawa2Takashi Takahashi3Yoichi Ando4Takeshi Nakanishi5Takafumi Sato6Research Institute for Information Technology, Kyushu UniversityCenter for Spintronics Research Network, Tohoku UniversityDepartment of Physics, Kyoto Sangyo UniversityCenter for Spintronics Research Network, Tohoku UniversityInstitute of Physics II, University of CologneMathematics for Advanced Materials-OIL, AISTCenter for Spintronics Research Network, Tohoku UniversityExtracting 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.https://doi.org/10.1038/s42005-021-00673-6 |
| spellingShingle | Satoru Tokuda Seigo Souma Kouji Segawa Takashi Takahashi Yoichi Ando Takeshi Nakanishi Takafumi Sato Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling Communications Physics |
| title | 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_short | Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling |
| title_sort | unveiling quasiparticle dynamics of topological insulators through bayesian modelling |
| url | https://doi.org/10.1038/s42005-021-00673-6 |
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