output
20122025
most citedRecent Advances and Applications of Deep Learning Methods in Materials Science

1.2k citations

Showing 2020Show all

9 papers · 1 filter

cond-mat.mtrl-sci2020★ 17 cited

Predicting Anomalous Quantum Confinement Effect in van der Waals Materials

Kamal Choudhary, Francesca Tavazza

Materials with van der Waals-bonding are known to exhibit quantum confinement effect, in which the electronic bandgap of the three-dimensional (3D) realization of a material is low…

physics.ins-det2020★ 17 cited

Absolute energies and emission line shapes of the L x-ray transitions of lanthanide metals

Joseph W. Fowler, Galen C. O'Neil, Bradley K. Alpert +11

We use an array of transition-edge sensors, cryogenic microcalorimeters with 4 eV energy resolution, to measure L x-ray emission-line profiles of four elements of the lanthanide se…

gr-qc2020★ 7 cited

Climbing up the memory staircase: Equatorial zoom-whirl orbits

Lior M. Burko, Gaurav Khanna

The nonlinear, or null gravitational memory effect for zoom-whirl orbits around fast spinning Kerr black holes for extreme mass ratio systems has a staircase structure. The latter…

quant-ph2020★ 3 cited

Quantum relaxation in a system of harmonic oscillators with time-dependent coupling

F. B. Lustosa, S. Colin, S. E. Perez Bergliaffa

In the context of the de Broglie-Bohm pilot wave theory, numerical simulations for simple systems have shown that states that are initially out of quantum equilibrium - thus violat…

cond-mat.mtrl-sci2020★ 538 cited

The Joint Automated Repository for Various Integrated Simulations (JARVIS) for data-driven materials design

Kamal Choudhary, Kevin F. Garrity, Andrew C. E. Reid +25

The Joint Automated Repository for Various Integrated Simulations (JARVIS) is an integrated infrastructure to accelerate materials discovery and design using density functional the…

cond-mat.mes-hall2020★ 46 cited

Edge Channels of Broken-Symmetry Quantum Hall States in Graphene probed by Atomic Force Microscopy

Sungmin Kim, Johannes Schwenk, Daniel Walkup +12

The quantum Hall (QH) effect, a topologically non-trivial quantum phase, expanded and brought into focus the concept of topological order in physics. The topologically protected qu…