activity
20202023
most citedLarge-scale machine-learning-assisted exploration of the whole materials space

8 citations · 11 across the 5 of their papers we have counts for

collaborators

6 papers

cond-mat.supr-con2023★ 1 cited

Searching for ductile superconducting Heusler X2YZ compounds

Noah Hoffmann, Tiago F. T. Cerqueira, Pedro Borlido +3

Heusler compounds have always attracted a great deal of attention from researchers thanks to a wealth of interesting properties for technological applications. They are intermetall…

cond-mat.mtrl-sci2022★ 8 cited

Large-scale machine-learning-assisted exploration of the whole materials space

Jonathan Schmidt, Noah Hoffmann, Hai-Chen Wang +5

Crystal-graph attention networks have emerged recently as remarkable tools for the prediction of thermodynamic stability and materials properties from unrelaxed crystal structures.…

cond-mat.mtrl-sci2022★ 2 cited

Ensemble averages of ab initio optical, transport, and thermoelectric properties of hexagonal SiGe alloys

Pedro Borlido, Friedhelm Bechstedt, Silvana Botti +1

We present a comprehensive first-principles investigation of optical, transport, and thermoelectric properties of pure and doped hexagonal SiGe alloys based on density-…

cond-mat.mtrl-sci2021

From pseudo-direct hexagonal germanium to direct silicon-germanium alloys

Pedro Borlido, Jens Renè Suckert, Jürgen Furthmüller +3

We present ab initio calculations of the electronic and optical properties of hexagonal SiGe alloys in the lonsdaleite structure. Lattice constants and electronic band structures i…

cond-mat.mtrl-sci2021

Bandgap of two-dimensional materials: Thorough assessment of modern exchange-correlation functionals

Fabien Tran, Jan Doumont, Leila Kalantari +8

The density functional theory (DFT) approximations that are the most accurate for the calculation of band gap of bulk materials are hybrid functionals like HSE06, the MBJ potential…

physics.comp-ph2020

Validation of pseudopotential calculations for the electronic band gap of solids

Pedro Borlido, Jan Doumont, Fabien Tran +2

Nowadays pseudopotential density-functional theory calculations constitute the standard approach to tackle solid-state electronic problems. These rely on distributed pseudopotentia…