Nanoinformatics

dc.creatorTanaka, Isao
dc.date.accessioned2021-02-19T20:43:29Z
dc.date.available2021-02-19T20:43:29Z
dc.date.created2018
dc.description.abstractThis open access book brings out the state of the art on how informatics-based tools are used and expected to be used in nanomaterials research. There has been great progress in the area in which “big-data” generated by experiments or computations are fully utilized to accelerate discovery of new materials, key factors, and design rules. Data-intensive approaches play indispensable roles in advanced materials characterization. "Materials informatics" is the central paradigm in the new trend. "Nanoinformatics" is its essential subset, which focuses on nanostructures of materials such as surfaces, interfaces, dopants, and point defects, playing a critical role in determining materials properties. There have been significant advances in experimental and computational techniques to characterize individual atoms in nanostructures and to gain quantitative information. The collaboration of researchers in materials science and information science is growing actively and is creating a new trend in materials science and engineering.spa
dc.format.extent298 páginasspa
dc.format.mimetypeapplication/pdfspa
dc.identifier.doihttps://doi.org/10.1007/978-981-10-7617-6
dc.identifier.isbn9789811076169
dc.identifier.otherhttps://directory.doabooks.org/handle/20.500.12854/46733
dc.identifier.urihttps://hdl.handle.net/20.500.12010/17510
dc.language.isospaspa
dc.publisherSpringer Naturespa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.rights.creativecommonshttps://creativecommons.org/licenses/by/4.0/
dc.rights.localAbierto (Texto Completo)spa
dc.subjectFirst-principles calculationsspa
dc.subjectNanomaterials synthesisspa
dc.subjectMachine learningspa
dc.subject.lembCiencia de la informaciónspa
dc.subject.lembSociedad de la informaciónspa
dc.subject.lembAutopista de la informaciónspa
dc.titleNanoinformaticsspa
dc.type.coarhttp://purl.org/coar/resource_type/c_2f33spa

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