A transferable machine-learning framework linking interstice distribution and plastic heterogeneity in metallic glasses

Heterogeneous Activation, Local Structure, and Softness in Supercooled Colloidal Liquids

(2019) Xiaoguang Ma et al.   PHYSICAL REVIEW LETTERS

Matminer: An open source toolkit for materials data mining

(2018) Logan Ward et al.   COMPUTATIONAL MATERIALS SCIENCE

Dynamical theory of shear bands in structural glasses

(2017) Apiwat Wisitsorasak et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

On the question of fractal packing structure in metallic glasses

(2017) Jun Ding et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Local thermal energy as a structural indicator in glasses

(2017) Jacques Zylberg et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Structure-property relationships from universal signatures of plasticity in disordered solids

(2017) E. D. Cubuk et al.   SCIENCE

Deformation of metallic glasses: Recent developments in theory, simulations, and experiments

(2016) Todd C. Hufnagel et al.   ACTA MATERIALIA

Experimental and molecular dynamics simulation study of structure of liquid and amorphous Ni62Nb38 alloy

(2016) Y. Zhang et al.   JOURNAL OF CHEMICAL PHYSICS

Structural Properties of Defects in Glassy Liquids

(2016) Ekin D. Cubuk et al.   JOURNAL OF PHYSICAL CHEMISTRY B

Tailoring structural inhomogeneities in metallic glasses to enable tensile ductility at room temperature

(2016) E. Ma et al.   Materials Today

A structural approach to relaxation in glassy liquids

(2016) S. S. Schoenholz et al.   Nature Physics

Connecting Local Yield Stresses with Plastic Activity in Amorphous Solids

(2016) Sylvain Patinet et al.   PHYSICAL REVIEW LETTERS

Universal structural parameter to quantitatively predict metallic glass properties

(2016) Jun Ding et al.   Nature Communications

A general-purpose machine learning framework for predicting properties of inorganic materials

(2016) Logan Ward et al.   npj Computational Materials

Development of interatomic potentials appropriate for simulation of devitrification of Al90Sm10alloy

(2015) M I Mendelev et al.   MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING

Identifying Structural Flow Defects in Disordered Solids Using Machine-Learning Methods

(2015) E. D. Cubuk et al.   PHYSICAL REVIEW LETTERS

A predictive structural model for bulk metallic glasses

(2015) K. J. Laws et al.   Nature Communications

Soft spots and their structural signature in a metallic glass

(2014) Jun Ding et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Shear bands in metallic glasses

(2013) A.L. Greer et al.   MATERIALS SCIENCE & ENGINEERING R-REPORTS

Connectivity of icosahedral network and a dramatically growing static length scale in Cu-Zr binary metallic glasses

(2013) Ryan Soklaski et al.   PHYSICAL REVIEW B

On representing chemical environments

(2013) Albert P. Bartók et al.   PHYSICAL REVIEW B

Atomic-Scale Mechanisms of the Glass-Forming Ability in Metallic Glasses

(2012) L. Yang et al.   PHYSICAL REVIEW LETTERS

Vibrational Modes Identify Soft Spots in a Sheared Disordered Packing

(2011) M. L. Manning et al.   PHYSICAL REVIEW LETTERS

Structural Signature of Plastic Deformation in Metallic Glasses

(2011) H. L. Peng et al.   PHYSICAL REVIEW LETTERS

Theoretical perspective on the glass transition and amorphous materials

(2011) Ludovic Berthier et al.   REVIEWS OF MODERN PHYSICS

Networked interpenetrating connections of icosahedra: Effects on shear transformations in metallic glass

(2010) Mirim Lee et al.   ACTA MATERIALIA

Vibrational modes as a predictor for plasticity in a model glass

(2010) A. Tanguy et al.   EPL

Mechanical properties of bulk metallic glasses

(2010) Morgana Martin Trexler et al.   PROGRESS IN MATERIALS SCIENCE

Atomic-level structure and structure–property relationship in metallic glasses

(2010) Y.Q. Cheng et al.   PROGRESS IN MATERIALS SCIENCE

Structural heterogeneity and medium-range order inZrxCu100−xmetallic glasses

(2009) Maozhi Li et al.   PHYSICAL REVIEW B

Accurate determination of crystal structures based on averaged local bond order parameters

(2008) Wolfgang Lechner et al.   JOURNAL OF CHEMICAL PHYSICS

Irreversible reorganization in a supercooled liquid originates from localized soft modes

(2008) Asaph Widmer-Cooper et al.   Nature Physics