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Table of contents

  1. Front Matter
    Pages i-viii
  2. Materials Informatics

    1. Front Matter
      Pages 1-1
    2. Atsuto Seko, Atsushi Togo, Isao Tanaka
      Pages 3-23 Open Access
    3. Ichigaku Takigawa, Ken-ichi Shimizu, Koji Tsuda, Satoru Takakusagi
      Pages 45-64 Open Access
    4. Thaer M. Dieb, Koji Tsuda
      Pages 65-74 Open Access
    5. Mickaël Buchet, Yasuaki Hiraoka, Ippei Obayashi
      Pages 75-95 Open Access
    6. Kengo Nishio, Takehide Miyazaki
      Pages 97-130 Open Access
  3. Nanoscale Analyses and Informatics

    1. Front Matter
      Pages 131-131
    2. Tianmu Zhang, Scott R. Broderick, Krishna Rajan
      Pages 133-155 Open Access
    3. Teruyasu Mizoguchi, Shin Kiyohara, Yuichi Ikuhara, Naoya Shibata
      Pages 157-178 Open Access
    4. Motoki Shiga, Shunsuke Muto
      Pages 179-203 Open Access
  4. Materials Developments

    1. Front Matter
      Pages 205-205
    2. Hiromichi Ohta, Hidenori Hiramatsu
      Pages 207-235 Open Access
    3. Satoshi Kitaoka, Tsuneaki Matsudaira, Takafumi Ogawa, Naoya Shibata, Miyuki Takeuchi, Yuichi Ikuhara
      Pages 237-257 Open Access
    4. Ryoji Kanno, Genki Kobayashi, Kota Suzuki, Masaaki Hirayama, Daisuke Mori, Kazuhisa Tamura
      Pages 279-298 Open Access

About this book

Introduction

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. 
This book is open access under a CC BY license.

Keywords

Machine learning Big data Atomic resolution characterization First-principles calculations Nanomaterials synthesis Open Access

Editors and affiliations

  • Isao Tanaka
    • 1
  1. 1.Kyoto UniversityKyotoJapan

Bibliographic information