Information science for materials discovery and design. ([2015])

• Record Type: Book
• Further Information: Note: Turab Lookman, Francis J. Alexander, Krishna Rajan, editors.
• Editors: Lookman, Turab; Alexander, Francis J; Rajan, Krishna
• Contents: Introduction.- Data-Driven Discovery of Physical, Chemical, and Pharmaceutical Materials.- Cross-Validation and Inference in Bioinformatics/Cancer Genomics.- Applying MQSPRs - New Challenges and Opportunities.- Data Mining in Materials Science.- Data Science in the Defense Establishment.- Combining Heuristic and Physics-Based Methods for Predicting Nanocomposite Properties.- From Ferroelectrics to Fuel Cells: In Search of Descriptors for the Transport Properties of Complex Oxides.- Computationally Driven Targeting of Advanced Thermoelectric Materials.- The MGI, Materials Informatics, and NIST) Microstructure Informatics for Mining Structure-Property-Processing Linkages.- A Genomic Approach to Properties of MAX Phase Compounds.- Accelerating Discovery of Complex Formulations and Molecules.- Optimal Learning for Discovering Minimal Peptide Substrates.- Model-based Classification: Predictive and Optimal.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Copyright Date: 2016
• Extent: 1 online resource (xvii, 307 pages), illustrations (some color)
• Subjects: 620.1/1; Materials science; Materials science -- Mathematical models; Materials science -- Information resources; TECHNOLOGY & ENGINEERING / Engineering (General); TECHNOLOGY & ENGINEERING / Reference; Materials science; Technology & Engineering -- Material Science; Computers -- Database Management -- Data Mining; Science -- Physics; Science -- Mathematical Physics; Materials science; Data mining; Statistical physics; Testing of materials; Nanotechnology; Data mining; Surfaces (Physics); Statistical physics; Technology & Engineering -- Nanotechnology & MEMS; Nanotechnology; Electronic books
• Languages: English
• ISBNs: 9783319238715
• Related ISBNs: 331923871X; 9783319238708
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed December 21, 2015).
• 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.