output
20192025
most citedOn-the-fly machine learning force field generation: Application to melting points

688 citations

Showing 2022Show all

5 papers · 1 filter

physics.chem-ph2022★ 8 cited

Approaching the basis-set limit of the dRPA correlation energy with explicitly correlated and Projector Augmented-wave methods

Moritz Humer, Michael E. Harding, Martin Schlipf +4

The direct random-phase approximation (dRPA) is used to calculate and compare atomization energies for the HEAT set and 10 selected molecules of the G2-1 set using both plane waves…

cond-mat.mtrl-sci2022★ 51 cited

Combining Machine Learning and Many-Body Calculations: Coverage-Dependent Adsorption of CO on Rh(111)

Peitao Liu, Jiantao Wang, Noah Avargues +5

Adsorption of carbon monoxide (CO) on transition-metal surfaces is a prototypical process in surface sciences and catalysis. Despite its simplicity, it has posed great challenges t…

cond-mat.mtrl-sci2022★ 29 cited

Efficient and improved prediction of the band offsets at semiconductor heterojunctions from meta-GGA density functionals

Arghya Ghosh, Subrata Jana, Tomáš Rauch +6

Accurate theoretical prediction of the band offsets at interfaces of semiconductor heterostructures can often be quite challenging. Although density functional theory has been reas…

cond-mat.mtrl-sci2022★ 44 cited

Zero-point Renormalization of the Band Gap of Semiconductors and Insulators Using the PAW Method

Manuel Engel, Henrique Miranda, Laurent Chaput +4

We evaluate the zero-point renormalization (ZPR) due to electron-phonon interactions of 28 solids using the projector-augmented-wave (PAW) method. The calculations cover diamond, m…

cond-mat.str-el2022★ 8 cited

Magnetic structures and electronic properties of cubic-pyrochlore ruthenates from first principles

Marie-Therese Huebsch, Yuske Nomura, Shiro Sakai +1

The magnetic ground states of RuO and RuO with Pr, Gd, Ho, and Er, as well as Ca, Cd are predicted devising a combination of the cluster-multipo…