Compressive sensing as a paradigm for building physics models

New insights on strain energies in hexagonal systems

(2012) Ludovic Thuinet et al.   APPLIED PHYSICS LETTERS

Ground-state characterizations of systems predicted to exhibitL11orL13crystal structures

(2012) Lance J. Nelson et al.   PHYSICAL REVIEW B

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

(2011) Laurent Holliger et al.   PHYSICAL REVIEW B

Direct inference of protein-DNA interactions using compressed sensing methods

(2011) M. AlQuraishi et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

High-Throughput Combinatorial Database of Electronic Band Structures for Inorganic Scintillator Materials

(2011) Wahyu Setyawan et al.   ACS Combinatorial Science

Building effective models from sparse but precise data: Application to an alloy cluster expansion model

(2010) Eric Cockayne et al.   PHYSICAL REVIEW B

Exact expressions for structure selection in cluster expansions

(2010) Tim Mueller et al.   PHYSICAL REVIEW B

Long-Wavelength Elastic Interactions in Complex Crystals

(2010) Ruslan P. Kurta et al.   PHYSICAL REVIEW LETTERS

Low-dimensional lattice basis reduction revisited

(2009) Phong Q. Nguyen et al.   ACM Transactions on Algorithms

Multicomponent multisublattice alloys, nonconfigurational entropy and other additions to the Alloy Theoretic Automated Toolkit

(2009) Axel van de Walle   CALPHAD-COMPUTER COUPLING OF PHASE DIAGRAMS AND THERMOCHEMISTRY

UNCLE: a code for constructing cluster expansions for arbitrary lattices with minimal user-input

(2009) D Lerch et al.   MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING

Design of protein-interaction specificity gives selective bZIP-binding peptides

(2009) Gevorg Grigoryan et al.   NATURE

Predicting solid compounds via global exploration of the energy landscape of solids on theab initiolevel without recourse to experimental information

(2009) J. Christian Schön et al.   PHYSICA STATUS SOLIDI B-BASIC SOLID STATE PHYSICS

Generating derivative structures from multilattices: Algorithm and application to hcp alloys

(2009) Gus L. W. Hart et al.   PHYSICAL REVIEW B

Bayesian approach to cluster expansions

(2009) Tim Mueller et al.   PHYSICAL REVIEW B

Cluster expansion method for multicomponent systems based on optimal selection of structures for density-functional theory calculations

(2009) Atsuto Seko et al.   PHYSICAL REVIEW B

The Split Bregman Method for L1-Regularized Problems

(2009) Tom Goldstein et al.   SIAM Journal on Imaging Sciences

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE

Theory of size mismatched alloy systems: many-body Kanzaki forces

(2008) O Shchyglo et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

Crystal structure prediction from first principles

(2008) Scott M. Woodley et al.   NATURE MATERIALS

Bayesian approach to the calculation of lateral interactions: NO/Rh(111)

(2008) A. P. J. Jansen et al.   PHYSICAL REVIEW B

Algorithm for generating derivative structures

(2008) Gus L. W. Hart et al.   PHYSICAL REVIEW B

Free energy of bcc iron: Integratedab initioderivation of vibrational, electronic, and magnetic contributions

(2008) F. Körmann et al.   PHYSICAL REVIEW B

Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing

(2008) Wotao Yin et al.   SIAM Journal on Imaging Sciences