Nanoinformatics

• 1. autor: Isao Tanaka (auth)
• Format: Elektroniczne Rozdział
• Język: angielski
• Wydane: Springer Nature 2018
• Hasła przedmiotowe: First-principles calculations; Nanomaterials synthesis; Machine learning; Big data; Atomic resolution characterization
• Dostęp online: DOAB: download the publication; DOAB: description of the publication

Streszczenie

This 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.

Opis fizyczny

1 electronic resource (298 p.)

ISBN

/doi.org/10.1007/978-981-10-7617-6
9789811076169
9789811076176

Ograniczenie dostępu

Open Access