Vision for Data and Informatics in the Future Materials Innovation Ecosystem

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

Materials Data Science: Current Status and Future Outlook

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

Spherical nanoindentation stress–strain curves

(2015) Siddhartha Pathak et al.   MATERIALS SCIENCE & ENGINEERING R-REPORTS

High-throughput experimental tools for the materials genome initiative

(2014) Ji-Cheng Zhao   CHINESE SCIENCE BULLETIN

A RESTful API for exchanging materials data in the AFLOWLIB.org consortium

(2014) Richard H. Taylor et al.   COMPUTATIONAL MATERIALS SCIENCE

A combinatorial study of the mechanical and magnetic properties of a gradually nitrided austenitic stainless steel single crystal

(2014) E. Menéndez et al.   CRYSTENGCOMM

Exploration and Development of High Entropy Alloys for Structural Applications

(2014) Daniel Miracle et al.   Entropy

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

(2014) Surya R. Kalidindi   INTERNATIONAL MATERIALS REVIEWS

Materials Genome Initiative: Advances and Initiatives

(2014)   JOM

Combining indentation and diffusion couple techniques for combinatorial discovery of high temperature shape memory alloys

(2013) V.V. Shastry et al.   ACTA MATERIALIA

Applications of high throughput (combinatorial) methodologies to electronic, magnetic, optical, and energy-related materials

(2013) Martin L. Green et al.   JOURNAL OF APPLIED PHYSICS

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

Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

(2013) Anubhav Jain et al.   APL Materials

Rapid alloy prototyping: Compositional and thermo-mechanical high throughput bulk combinatorial design of structural materials based on the example of 30Mn–1.2C–xAl triplex steels

(2012) H. Springer et al.   ACTA MATERIALIA

Key computational modeling issues in Integrated Computational Materials Engineering

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

Density functionals for surface science: Exchange-correlation model development with Bayesian error estimation

(2012) Jess Wellendorff et al.   PHYSICAL REVIEW B

Understanding and visualizing microstructure and microstructure variance as a stochastic process

(2011) Stephen R. Niezgoda et al.   ACTA MATERIALIA

The NumPy Array: A Structure for Efficient Numerical Computation

(2011) Stéfan van der Walt et al.   COMPUTING IN SCIENCE & ENGINEERING

Microstructure informatics using higher-order statistics and efficient data-mining protocols

(2011) Surya R. Kalidindi et al.   JOM

Combinatorial and High-Throughput Screening of Materials Libraries: Review of State of the Art

(2011) Radislav Potyrailo et al.   ACS Combinatorial Science

A new framework for computationally efficient structure–structure evolution linkages to facilitate high-fidelity scale bridging in multi-scale materials models

(2010) Tony Fast et al.   ACTA MATERIALIA

Combinatorial and High-Throughput Screening of Biomaterials

(2010) Carl G. Simon et al.   ADVANCED MATERIALS

The Internet of Things: A survey

(2010) Luigi Atzori et al.   Computer Networks

A perspective on trends in multiscale plasticity

(2010) David L. McDowell   INTERNATIONAL JOURNAL OF PLASTICITY

A Multi-Level Systems Perspective for the Science of Team Science

(2010) K. Borner et al.   Science Translational Medicine

Microstructure evolution during hot deformation of Ti-6Al-4V double cone specimens

(2010) F. Warchomicka et al.   International Journal of Material Forming

Overview of constitutive laws, kinematics, homogenization and multiscale methods in crystal plasticity finite-element modeling: Theory, experiments, applications

(2009) F. Roters et al.   ACTA MATERIALIA

An Inductive Design Exploration Method for Robust Multiscale Materials Design

(2009) Haejin Choi et al.   JOURNAL OF MECHANICAL DESIGN

Microstructure sensitive design for performance optimization

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

The Ecology of Team Science

(2008) Daniel Stokols et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE