Nanoinformatics. (2018)

• Record Type: Book
• Further Information: Note: Edited by Isao Tanaka.
• Editors: Tanaka, Isao
• Contents: 1. Descriptors for Machine Learning of Materials Data -- 2. Potential Energy Surface Mapping of Charge Carriers in Ionic Conductors Based on a Gaussian Process Model -- 3. Machine learning predictions of factors affecting the activity of heterogeneous metal catalysts -- 4. Machine Learning-based Experimental Design in Materials Science -- 5. Persistent homology and materials informatics -- 6. Polyhedron and Polychoron codes for describing Atomic Arrangements -- 7. Topological Data Analysis for the Characterization of Atomic Scale Morphology from Atom Probe Tomography Images -- 8. Atomic-scale nanostructures by advanced electron microscopy and informatics -- 9. High spatial resolution hyperspectral imaging with machine-learning techniques -- 10. Fabrication, Characterization, and Modulation of Functional Nanolayers -- 11. Grain Boundary Engineering of Alumina Ceramics -- 12. Structural relaxation of oxide compounds from the high-pressure phase.-13. Synthesis and structures of novel solid-state electrolytes.
• Publisher Details: Singapore : Springer
• Publication Date: 2018
• Extent: 1 online resource (VIII, 298 pages), illustrations
• Subjects: 620.1/15; Materials science; Spectrum analysis; Chemistry, Physical and theoretical; Nanoscience; Nanostructures; Microscopy; Nanotechnology; Chemistry, Physical and theoretical; Materials science; Microscopy; Nanoscience; Nanostructures; Nanotechnology; Spectrum analysis; Technology: general issues; Materials Science; Nanotechnology; Theoretical and Computational Chemistry; Nanoscale Science and Technology; Characterization and Evaluation of Materials; Spectroscopy/Spectrometry; Spectroscopy and Microscopy; Electronic books
• Languages: English
• ISBNs: 9789811076176; 9811076170
• Related ISBNs: 9789811076169; 9811076162
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.