Advancing density functional theory to finite temperatures: methods and applications in steel design

T Hickel, B Grabowski, F Körmann… - Journal of Physics …, 2011 - iopscience.iop.org
The performance of materials such as steels, their high strength and formability, is based on
an impressive variety of competing mechanisms on the microscopic/atomic scale (eg …

Steel Design from Fully Parameter‐Free Ab Initio Computer Simulations

T Hickel, A Dick, B Grabowski… - steel research …, 2009 - Wiley Online Library
The high strength and formability of steels is based on a large number of competing
mechanisms on the microscopic/atomistic scale. Among them are dislocation gliding …

Density functional theory in materials science

J Neugebauer, T Hickel - Wiley Interdisciplinary Reviews …, 2013 - Wiley Online Library
Materials science is a highly interdisciplinary field. It is devoted to the understanding of the
relationship between (a) fundamental physical and chemical properties governing …

Achieving DFT accuracy with a machine-learning interatomic potential: Thermomechanics and defects in bcc ferromagnetic iron

D Dragoni, TD Daff, G Csányi, N Marzari - Physical Review Materials, 2018 - APS
We show that the Gaussian Approximation Potential (GAP) machine-learning framework can
describe complex magnetic potential energy surfaces, taking ferromagnetic iron as a …

Designing meaningful density functional theory calculations in materials science—a primer

AE Mattsson, PA Schultz, MP Desjarlais… - … and Simulation in …, 2004 - iopscience.iop.org
Density functional theory (DFT) methods for calculating the quantum mechanical ground
states of condensed matter systems are now a common and significant component of …

Density functional theory in the solid state

PJ Hasnip, K Refson, MIJ Probert… - … of the Royal …, 2014 - royalsocietypublishing.org
Density functional theory (DFT) has been used in many fields of the physical sciences, but
none so successfully as in the solid state. From its origins in condensed matter physics, it …

Making the most of materials computations

KS Thygesen, KW Jacobsen - Science, 2016 - science.org
For more than a century, materials scientists have accumulated experimental data on the
structures of chemical compounds and the thermal, electronic, and mechanical properties …

[HTML][HTML] Perspective: Methods for large-scale density functional calculations on metallic systems

J Aarons, M Sarwar, D Thompsett… - The Journal of chemical …, 2016 - pubs.aip.org
Current research challenges in areas such as energy and bioscience have created a strong
need for Density Functional Theory (DFT) calculations on metallic nanostructures of …

[图书][B] Materials modelling using density functional theory: properties and predictions

F Giustino - 2014 - books.google.com
This book is an introduction to the quantum theory of materials and first-principles
computational materials modelling. It explains how to use density functional theory as a …

Toward computational materials design: the impact of density functional theory on materials research

J Hafner, C Wolverton, G Ceder - MRS bulletin, 2006 - cambridge.org
The development of modern materials science has led to a growing need to understand the
phenomena determining the properties of materials and processes on an atomistic level …