Information Science for Materials Discovery and Design

Information Science for Materials Discovery and Design

Lookman, Turab; Alexander, Francis J.; Rajan, Krishna

Springer International Publishing AG

03/2019

307

Mole

Inglês

9783319795416

15 a 20 dias

504

Descrição não disponível.
From the 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.
Accelerated Materials Discovery;Applying MQSPRs;Code Sign;Complex Formulations and Molecules;Data-driven Discovery of Materials;Datamining in Materials Science;Informatics for Property-processing Linkage;Materials Genome;Materials Informatics;Minimal Peptide Substrates;Model-based Classification;Properties of MAX Phase Compounds