Role of materials data science and informatics in accelerated materials innovation

Analytics for microstructure datasets produced by phase-field simulations

(2016) Philipp Steinmetz et al.   ACTA MATERIALIA

The materials innovation ecosystem: A key enabler for the Materials Genome Initiative

(2016) David L. McDowell et al.   MRS BULLETIN

Representation and calibration of elastic localization kernels for a broad class of cubic polycrystals

(2015) Yuksel C. Yabansu et al.   ACTA MATERIALIA

Structure–property linkages using a data science approach: Application to a non-metallic inclusion/steel composite system

(2015) Akash Gupta et al.   ACTA MATERIALIA

Materials Data Science: Current Status and Future Outlook

(2015) Surya R. Kalidindi et al.   Annual Review of Materials Research

Application of data science tools to quantify and distinguish between structures and models in molecular dynamics datasets

(2015) Surya R Kalidindi et al.   NANOTECHNOLOGY

Data science and cyberinfrastructure: critical enablers for accelerated development of hierarchical materials

(2014) Surya R. Kalidindi   INTERNATIONAL MATERIALS REVIEWS

Stalking the Materials Genome: A Data-Driven Approach to the Virtual Design of Nanostructured Polymers

(2013) Curt M. Breneman et al.   ADVANCED FUNCTIONAL MATERIALS

Considerations for choosing and using force fields and interatomic potentials in materials science and engineering

(2013) Chandler A. Becker et al.   CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE

A data-driven approach to establishing microstructure–property relationships in porous transport layers of polymer electrolyte fuel cells

(2013) A. Çeçen et al.   JOURNAL OF POWER SOURCES

AFLOW: An automatic framework for high-throughput materials discovery

(2012) Stefano Curtarolo et al.   COMPUTATIONAL MATERIALS SCIENCE

Key computational modeling issues in Integrated Computational Materials Engineering

(2012) Jitesh H. Panchal et al.   COMPUTER-AIDED DESIGN

Formulation and calibration of higher-order elastic localization relationships using the MKS approach

(2011) Tony Fast et al.   ACTA MATERIALIA

Building texture evolution networks for deformation processing of polycrystalline fcc metals using spectral approaches: Applications to process design for targeted performance

(2010) Joshua B. Shaffer et al.   INTERNATIONAL JOURNAL OF PLASTICITY

Microstructure sensitive design for performance optimization

(2009) David T. Fullwood et al.   PROGRESS IN MATERIALS SCIENCE

Neural Networks and Information in Materials Science

(2009) H. K. D. H. Bhadeshia   Statistical Analysis and Data Mining