Coshare Science最新文献

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Angle-resolved photoemission spectroscopy (ARPES): probing electronic structure and many-body interactions 角度分辨光发射光谱(ARPES):探测电子结构和多体相互作用
Coshare Science Pub Date : 2024-05-23 DOI: 10.61109/cs.202405.130
Zhi-Xun Shen
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引用次数: 0
AI guided workflows for efficiently screening the materials space 人工智能引导的工作流程,有效筛选材料空间
Coshare Science Pub Date : 2024-04-12 DOI: 10.61109/cs.202403.129
Matthias Scheffler
{"title":"AI guided workflows for efficiently screening the materials space","authors":"Matthias Scheffler","doi":"10.61109/cs.202403.129","DOIUrl":"https://doi.org/10.61109/cs.202403.129","url":null,"abstract":"Artificial intelligence (AI) may capture the properties and functions of materials better than previous theoretical/computational methods because it targets correlations and does not assume a single, specific underlying physical model. Therefore, it addresses the full intricacy of the numerous processes that govern the function of materials. However, the statistical analysis and interpretation of AI models require careful attention. The review article started with a brief discussion of historical aspects of data-centric science. It then focused on the recently developed, explainable AI methods [8,10] and applications [2,11,12]. The identified \"rules\" determine the properties and functions of materials. The rules depend on descriptive parameters called \"materials genes.\" As genes in biology, they are correlated with a certain material property or function. Thus, these materials genes help to identify materials that are, for example, better electrical conductors or better heat insulators or better catalysts.","PeriodicalId":512375,"journal":{"name":"Coshare Science","volume":"106 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140709101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Half quantized Hall effect 半量化霍尔效应
Coshare Science Pub Date : 2024-02-29 DOI: 10.61109/cs.202402.128
S.Q. Shen
{"title":"Half quantized Hall effect","authors":"S.Q. Shen","doi":"10.61109/cs.202402.128","DOIUrl":"https://doi.org/10.61109/cs.202402.128","url":null,"abstract":"Here we report a half-quantized Hall effect in a metal or semimetal. The Hall conductance is half quantized and the longitudinal conductance is nonzero. Consequently, the Hall resistivity is not quantized. The half quantization occurs when the parity symmetry or time reversal symmetry emerges near the Fermi surface or Fermi level while the symmetry is broken in the whole system. A recent experiment reports the observation of the half-quantized Hall conductance in a magnetically-doped topological insulator. We discover that a single gapless Dirac cone exists in the band structure and has half-quantized conductance when the Fermi level intercepts the gapless surface states in which the parity symmetry is invariant. As there are no localized chiral edge states in the gapless and metallic system, we find that the chiral edge current is carried by the gapless surface states. The current density peaks at the edge and decays in a power law rather than the exponential decay as in the conventional quantum anomalous Hall effect. The half quantized Hall conductance is a signature of parity anomaly in a single gapless Dirac cone on a lattice. We term the nontrivial quantum phase as “parity anomalous semimetal”. The work opens the door to exploring novel topological states of matter with fractional topological invariants.","PeriodicalId":512375,"journal":{"name":"Coshare Science","volume":"24 68","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140409005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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