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20102026
most citedDeep Ensembles vs. Committees for Uncertainty Estimation in Neural-Network Force Fields: Comparison and Application to Active Learning

56 citations · 366 across the 38 of their papers we have counts for

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Showing 2018 · cond-mat.mtrl-sciShow all

6 papers · 2 filters

cond-mat.mtrl-sci2018

Atomistic origin of glass-like Zn4Sb3 thermal conductivity

X. Li, J. Carrete, J. Lin +2

Zinc antimony stands out among thermoelectrics because of its very low lattice thermal conductivity, close to the amorphous limit. Understanding the physical reason behind such an…

cond-mat.mtrl-sci2018

Understanding Phonon Scattering by Nano-Precipitates in Potassium-Doped Lead Chalcogenides

Zhao Wang, Xiaolong Yang, Dan Feng +8

We present a comprehensive experimental and theoretical study of phonon scattering by nanoprecipitates in potassium-doped PbTe, PbSe and PbS. We highlight the role of the precipita…

cond-mat.mtrl-sci2018

Thermal resistance of GaN/AlN graded interfaces

Ambroise van Roekeghem, Bjorn Vermeersch, Jesús Carrete +1

Compositionally graded interfaces in power electronic devices eliminate dislocations, but they can also decrease thermal conduction, leading to overheating. We quantify the thermal…

cond-mat.mtrl-sci2018

Ab initio lattice thermal conductivity of bulk and thin-film -AlO

Bonny Dongre, Jesús Carrete, Natalio Mingo +1

The thermal conductivities () of bulk and thin-film -AlO are calculated from first principles using both the local density approximation (LDA), and the generalized gr…

cond-mat.mtrl-sci2018

High-throughput study of the static dielectric constant at high temperatures in oxide and fluoride cubic perovskites

Ambroise van Roekeghem, Jesús Carrete, Stefano Curtarolo +1

Using finite-temperature phonon calculations and the Lyddane-Sachs-Teller relations, we calculate ab initio the static dielectric constants of 78 semiconducting oxides and fluoride…

cond-mat.mtrl-sci2018

Vibrational properties of metastable polymorph structures by machine learning

Fleur Legrain, Ambroise van Roekeghem, Stefano Curtarolo +3

Despite vibrational properties being critical for the ab initio prediction of the finite temperature stability and transport properties of solids, their inclusion in ab initio mate…