Compressive sensing as a paradigm for building physics models

LJ Nelson, GLW Hart, F Zhou, V Ozoliņš - Physical Review B—Condensed …, 2013 - APS
The widely accepted intuition that the important properties of solids are determined by a few
key variables underpins many methods in physics. Though this reductionist paradigm is …

Cluster expansion made easy with Bayesian compressive sensing

LJ Nelson, V Ozoliņš, CS Reese, F Zhou… - Physical Review B …, 2013 - APS
Long-standing challenges in cluster expansion (CE) construction include choosing how to
truncate the expansion and which crystal structures to use for training. Compressive sensing …

B2 structure of high-entropy alloys with addition of Al

C Li, M Zhao, JC Li, Q Jiang - Journal of Applied Physics, 2008 - pubs.aip.org
A series of AlCrCoNiFe based alloys with equal percentage of principal components (high-
entropy alloys or HE alloys) is fabricated. The related crystalline structures of the alloys are …

Chemical Descriptors of Yttria-Stabilized Zirconia at Low Defect Concentration: An ab Initio Study

MA Parkes, K Refson, M d'Avezac… - The Journal of …, 2015 - ACS Publications
Yttria-stabilized zirconia (YSZ) is an important oxide ion conductor with applications in solid
oxide fuel cells (SOFCs) and oxygen sensing devices. Doping the cubic phase of zirconia (c …

Calculations of the thermodynamic and kinetic properties of LiVO

T Jiang, ML Falk - Physical Review B—Condensed Matter and Materials …, 2012 - APS
The phase behavior and kinetic pathways of Li 1+ x V 3 O 8 are investigated by means of
density-functional theory (DFT) and a cluster expansion method that approximates the …

Long-range intercluster interactions of solute nanoprecipitates in Mg–Y alloys: A first-principles study

K Matsubara, H Kimizuka, S Ogata - Journal of Alloys and Compounds, 2016 - Elsevier
The β′ precipitate phases formed in Mg–Y alloys, which exhibit characteristic periodic
arrays of Y-rich zigzag-shaped atomic clusters at regular intervals of 1.1 nm, have attracted …

Stability of Sb-Te layered structures: First-principles study

K Govaerts, MHF Sluiter, B Partoens, D Lamoen - Physical Review B …, 2012 - APS
Using an effective one-dimensional cluster expansion in combination with first-principles
electronic structure calculations we have studied the energetics and electronic properties of …

Reciprocal-space cluster expansions for complex alloys with long-range interactions

L Holliger, R Besson - Physical Review B—Condensed Matter and Materials …, 2011 - APS
Although widely recognized as a powerful tool to explore the influence of nonlocal
interactions in crystals, reciprocal-space cluster expansions, in their most popular “mixed …

Interatomic interactions in fcc-Ni–Fe alloys

SM Bokoch, VA Tatarenko - Успехи физики металлов, 2010 - dspace.nbuv.gov.ua
Within the scope of the self-consistent-field (SCF) and mean-SCF (MSCF) approximations,
static-concentration-waves and Matsubara—Kanzaki—Krivoglaz lattice statics methods, on …

Microscopic first-principles model of strain-induced interaction in concentrated size-mismatched alloys

IA Zhuravlev, JM An, KD Belashchenko - Physical Review B, 2014 - APS
The harmonic Kanzaki-Krivoglaz-Khachaturyan model of strain-induced interaction is
generalized to concentrated size-mismatched alloys and adapted to first-principles …