Materials informatics

Accelerated discovery of new magnets in the Heusler alloy family

(2017) Stefano Sanvito et al.   Science Advances

Discovery and Optimization of Materials Using Evolutionary Approaches

(2016) Tu C. Le et al.   CHEMICAL REVIEWS

Natural fibre selection for composite eco-design

(2016) Andrea Corona et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Proposal of a toolset for the improvement of industrial systems’ lifecycle sustainability through the utilization of ICT technologies

(2016) Daniele Cerri et al.   COMPUTERS IN INDUSTRY

Informatics Infrastructure for the Materials Genome Initiative

(2016) Alden Dima et al.   JOM

The Materials Commons: A Collaboration Platform and Information Repository for the Global Materials Community

(2016) Brian Puchala et al.   JOM

Vision for Data and Informatics in the Future Materials Innovation Ecosystem

(2016) Surya R. Kalidindi et al.   JOM

Role of materials data science and informatics in accelerated materials innovation

(2016) Surya R. Kalidindi et al.   MRS BULLETIN

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

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

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Accelerated search for materials with targeted properties by adaptive design

(2016) Dezhen Xue et al.   Nature Communications

Adaptive Strategies for Materials Design using Uncertainties

(2016) Prasanna V. Balachandran et al.   Scientific Reports

A Statistical Learning Framework for Materials Science: Application to Elastic Moduli of k-nary Inorganic Polycrystalline Compounds

(2016) Maarten de Jong et al.   Scientific Reports

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

Materials Informatics: The Materials “Gene” and Big Data

(2015) Krishna Rajan   Annual Review of Materials Research

Materials design and control synthesis of the layered double hydroxide with the desired basal spacing

(2015) Pan Xiong et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Life cycle assessment of nanocellulose-reinforced advanced fibre composites

(2015) Martin Hervy et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Big Data of Materials Science: Critical Role of the Descriptor

(2015) Luca M. Ghiringhelli et al.   PHYSICAL REVIEW LETTERS

Impact and effectiveness of risk mitigation strategies on the insurability of nanomaterial production: evidences from industrial case studies

(2015) Enrico Bergamaschi et al.   Wiley Interdisciplinary Reviews-Nanomedicine and Nanobiotechnology

Calibrated localization relationships for elastic response of polycrystalline aggregates

(2014) Yuksel C. Yabansu et al.   ACTA MATERIALIA

Integrated materials design and informatics platform within the materials genome framework

(2014) Zhuo Wang et al.   CHINESE SCIENCE BULLETIN

The Materials Genome Initiative, the interplay of experiment, theory and computation

(2014) Juan J. de Pablo et al.   CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE

Finding Unprecedentedly Low-Thermal-Conductivity Half-Heusler Semiconductors via High-Throughput Materials Modeling

(2014) Jesús Carrete et al.   Physical Review X

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

Key computational modeling issues in Integrated Computational Materials Engineering

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

CALPHAD, first and second generation – Birth of the materials genome

(2012) Larry Kaufman et al.   SCRIPTA MATERIALIA

Systematic Lifecycle Design for Sustainable Product Development

(2011) B. Lu et al.   CONCURRENT ENGINEERING-RESEARCH AND APPLICATIONS

Multi-scale modeling of elastic response of three-dimensional voxel-based microstructure datasets using novel DFT-based knowledge systems

(2010) Giacomo Landi et al.   ACTA MATERIALIA

Information and Communication Technology for Industrial Symbiosis

(2010) Gabriel B. Grant et al.   JOURNAL OF INDUSTRIAL ECOLOGY

Incineration and co-combustion of waste: accounting of greenhouse gases and global warming contributions

(2009) Thomas Astrup et al.   WASTE MANAGEMENT & RESEARCH