Related references
Note: Only part of the references are listed.A brief review of data-driven ICME for intelligently discovering advanced structural metal materials: Insight into atomic and electronic building blocks
William Yi Wang et al.
JOURNAL OF MATERIALS RESEARCH (2020)
Accelerated design of Fe-based soft magnetic materials using machine learning and stochastic optimization
Yuhao Wang et al.
ACTA MATERIALIA (2020)
Dramatically Enhanced Combination of Ultimate Tensile Strength and Electric Conductivity of Alloys via Machine Learning Screening
Hongtao Zhang et al.
ACTA MATERIALIA (2020)
Computational thermodynamics and its applications
Zi-Kui Liu
ACTA MATERIALIA (2020)
Advances in Density-Functional Calculations for Materials Modeling
Reinhard J. Maurer et al.
Annual Review of Materials Research (2019)
Integrated computational materials engineering for advanced materials: A brief review
William Yi Wang et al.
COMPUTATIONAL MATERIALS SCIENCE (2019)
Solving the electronic structure problem with machine learning
Anand Chandrasekaran et al.
NPJ COMPUTATIONAL MATERIALS (2019)
Structure prediction drives materials discovery
Artem R. Oganov et al.
NATURE REVIEWS MATERIALS (2019)
New frontiers for the materials genome initiative
Juan J. de Pablo et al.
NPJ COMPUTATIONAL MATERIALS (2019)
Multiscale Entropy and Its Implications to Critical Phenomena, Emergent Behaviors, and Information
Zi-Kui Liu et al.
JOURNAL OF PHASE EQUILIBRIA AND DIFFUSION (2019)
When a defect is a pathway to improve stability: a case study of the L12 Co3TM superlattice intrinsic stacking fault
Ying Zhang et al.
JOURNAL OF MATERIALS SCIENCE (2019)
Accelerated Search for BaTiO3-Based Ceramics with Large Energy Storage at Low Fields Using Machine Learning and Experimental Design
Ruihao Yuan et al.
ADVANCED SCIENCE (2019)
Selecting Doping Elements by Data Mining for Advanced Magnets
Dong Liu et al.
CHEMISTRY OF MATERIALS (2019)
Reliable and explainable machine-learning methods for accelerated material discovery
Bhavya Kailkhura et al.
NPJ COMPUTATIONAL MATERIALS (2019)
Local lattice distortion mediated formation of stacking faults in Mg alloys
William Yi Wang et al.
ACTA MATERIALIA (2019)
Dislocation nucleation facilitated by atomic segregation
Lianfeng Zou et al.
NATURE MATERIALS (2018)
Accelerated Discovery of Large Electrostrains in BaTiO3-Based Piezoelectrics Using Active Learning
Ruihao Yuan et al.
ADVANCED MATERIALS (2018)
Revealing the local lattice strains and strengthening mechanisms of Ti alloys
Chengxiong Zou et al.
COMPUTATIONAL MATERIALS SCIENCE (2018)
Ocean of Data: Integrating First-Principles Calculations and CALPHAD Modeling with Machine Learning
Zi-Kui Liu
JOURNAL OF PHASE EQUILIBRIA AND DIFFUSION (2018)
2D MATERIALS When defects are not defects
Arkady V. Krasheninnikov
NATURE MATERIALS (2018)
Inverse molecular design using machine learning: Generative models for matter engineering
Benjamin Sanchez-Lengeling et al.
SCIENCE (2018)
Ultrastrong steel via minimal lattice misfit and high-density nanoprecipitation
Suihe Jiang et al.
NATURE (2017)
Playing with defects in metals
Xiuyan Li et al.
NATURE MATERIALS (2017)
Solar fuels photoanode materials discovery by integrating high-throughput theory and experiment
Qimin Yan et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2017)
Nobel Lecture: Topological defects and phase transitions
John Michael Kosterlitz
REVIEWS OF MODERN PHYSICS (2017)
Tracing the coupled atomic shear and shuffle for a cubic to a hexagonal crystal transition
H. L. Wang et al.
SCRIPTA MATERIALIA (2017)
Atomic and electronic basis for the serrations of refractory high-entropy alloys
William Yi Wang et al.
NPJ COMPUTATIONAL MATERIALS (2017)
Temperature-dependent micromechanical behavior of medium-Mn transformation-induced-plasticity steel studied by in situ synchrotron X-ray diffraction
Minghe Zhang et al.
ACTA MATERIALIA (2017)
Athermal and deformation-induced ω-phase transformations in biomedical beta-type alloy Ti-9Cr-0.20
Huihong Liu et al.
ACTA MATERIALIA (2016)
Phase precipitation behavior during isothermal deformation in β-quenched near beta titanium alloy Ti-7333
Ke Hua et al.
JOURNAL OF ALLOYS AND COMPOUNDS (2016)
Superelasticity and Tunable Thermal Expansion across a Wide Temperature Range
Y. L. Hao et al.
JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY (2016)
Machine-learning-assisted materials discovery using failed experiments
Paul Raccuglia et al.
NATURE (2016)
Polysynthetic twinned TiAl single crystals for high-temperature applications
Guang Chen et al.
NATURE MATERIALS (2016)
Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach
Rafael Gomez-Bombarelli et al.
NATURE MATERIALS (2016)
Reproducibility in density functional theory calculations of solids
Kurt Lejaeghere et al.
SCIENCE (2016)
Power law scaled hardness of Mn strengthened nanocrystalline Al-Mn non-equilibrium solid solutions
William Yi Wang et al.
SCRIPTA MATERIALIA (2016)
Phase transformation strengthening of high-temperature superalloys
T. M. Smith et al.
NATURE COMMUNICATIONS (2016)
Computational predictions of energy materials using density functional theory
Anubhav Jain et al.
NATURE REVIEWS MATERIALS (2016)
Effect of cryo-deformation on structure and properties of CoCrFeNiMn high-entropy alloy
N. Stepanov et al.
INTERMETALLICS (2015)
Solid-Solution Hardening in Mg-Gd-TM (TM = Ag, Zn, and Zr) Alloys: An Integrated Density Functional Theory and Electron Work Function Study
William Yi Wang et al.
JOM (2015)
Dislocation locking versus easy glide in titanium and zirconium
Emmanuel Clouet et al.
NATURE MATERIALS (2015)
Big-deep-smart data in imaging for guiding materials design
Sergei V. Kalinin et al.
NATURE MATERIALS (2015)
Origin of dramatic oxygen solute strengthening effect in titanium
Qian Yu et al.
SCIENCE (2015)
Machine learning: Trends, perspectives, and prospects
M. I. Jordan et al.
SCIENCE (2015)
Generalized stacking fault energy, ideal strength and twinnability of dilute Mg-based alloys: A first-principles study of shear deformation
S. L. Shang et al.
ACTA MATERIALIA (2014)
Perspective on Materials Genome
Zikui Liu
CHINESE SCIENCE BULLETIN (2014)
Theoretical investigation of the ω-related phases in TiAl-Nb/Mo alloys
Qing-Miao Hu et al.
PHYSICAL REVIEW B (2014)
Review of effect of oxygen on room temperature ductility of titanium and titanium alloys
M. Yan et al.
POWDER METALLURGY (2014)
STATISTICS The future lies in uncertainty
D. J. Spiegelhalter
SCIENCE (2014)
Materials genomics: From CALPHAD to flight
G. B. Olson et al.
SCRIPTA MATERIALIA (2014)
Thermal Expansion Anomaly Regulated by Entropy
Zi-Kui Liu et al.
SCIENTIFIC REPORTS (2014)
Big data: the driver for innovation in databases
Bin Cui et al.
NATIONAL SCIENCE REVIEW (2014)
Four decades of materials developments transform society
Philip Ball
MRS BULLETIN (2013)
The high-throughput highway to computational materials design
Stefano Curtarolo et al.
NATURE MATERIALS (2013)
Pure-Shuffle Nucleation of Deformation Twins in Hexagonal-Close-Packed Metals
J. Wang et al.
MATERIALS RESEARCH LETTERS (2013)
Generating derivative structures at a fixed concentration
Gus L. W. Hart et al.
COMPUTATIONAL MATERIALS SCIENCE (2012)
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning
Matthias Rupp et al.
PHYSICAL REVIEW LETTERS (2012)
VESTA 3 for three-dimensional visualization of crystal, volumetric and morphology data
Koichi Momma et al.
JOURNAL OF APPLIED CRYSTALLOGRAPHY (2011)
Changing the Equation on Scientific Data Visualization
Peter Fox et al.
SCIENCE (2011)
The Bonding Electron Density in Aluminum
Philip N. H. Nakashima et al.
SCIENCE (2011)
Ductile titanium alloy with low Poisson's ratio
Y. L. Hao et al.
PHYSICAL REVIEW LETTERS (2007)
Predicting crystal structure by merging data mining with quantum mechanics
Christopher C. Fischer et al.
NATURE MATERIALS (2006)
Predicting crystal structures with data mining of quantum calculations
S Curtarolo et al.
PHYSICAL REVIEW LETTERS (2003)
Multifunctional alloys obtained via a dislocation-free plastic deformation mechanism
T Saito et al.
SCIENCE (2003)
Novel Ti-base nanostructure-dendrite composite with enhanced plasticity
G He et al.
NATURE MATERIALS (2003)
Cross-validation methods
MW Browne
JOURNAL OF MATHEMATICAL PSYCHOLOGY (2000)
Share Paper
