Automated Organization Profile

Chaire de Simulation à l'Echelle Atomique, École Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

Current S-Index

6.1

Sum of Dataset Indices for all datasets

Average Dataset Index per Dataset

1.5

Average Dataset Index per dataset

Total Datasets

4

Total datasets in this organization

Average FAIR Score

88.5%

Average FAIR Score per dataset

Total Citations

4

Total citations to the organization's datasets

Total Mentions

0

Total mentions of the organization's datasets

S-Index Interpretation

S-Index Over Time

Cumulative Citations Over Time

Cumulative Mentions Over Time

Datasets

Range-separated hybrid functionals for accurate prediction of band gaps of extended systems

In this work, we systematically evaluate the accuracy in band gap prediction of range-separated hybrid functionals on a large set of semiconducting and insulating materials and carry out comparisons with the performance of their global counterparts. We observe that all the range-separated hybrid functionals that correctly describe the long-range dielectric screening significantly improve from standard hybrid functionals such as PBE0 and HSE06. Among this group, the choice of the short-range Fock exchange fraction and the screening length can further reduce the predicted error. We then propose a universal expression for the selection of the inverse screening parameter as a function of the short-range and long-range Fock exchange fractions, which results in a mean absolute error as small as 0.15 eV for band gap prediction.

Authors

  • Yang, Jing ;
  • Falletta, Stefano ;
  • Pasquarello, Alfredo
1 Citation0 Mentions88% FAIR2.5 Dataset Index
10.24435/materialscloud:vd-v42023

Range-separated hybrid functionals for accurate prediction of band gaps of extended systems

In this work, we systematically evaluate the accuracy in band gap prediction of range-separated hybrid functionals on a large set of semiconducting and insulating materials and carry out comparisons with the performance of their global counterparts. We observe that all the range-separated hybrid functionals that correctly describe the long-range dielectric screening significantly improve from standard hybrid functionals such as PBE0 and HSE06. Among this group, the choice of the short-range Fock exchange fraction and the screening length can further reduce the predicted error. We then propose a universal expression for the selection of the inverse screening parameter as a function of the short-range and long-range Fock exchange fractions, which results in a mean absolute error as small as 0.15 eV for band gap prediction.

Authors

  • Yang, Jing ;
  • Falletta, Stefano ;
  • Pasquarello, Alfredo
1 Citation0 Mentions88% FAIR0.7 Dataset Index
10.24435/materialscloud:d9-9r2023

One-shot approach for enforcing piecewise linearity on hybrid functionals: application to band-gap predictions

We present an efficient procedure for constructing nonempirical hybrid functionals to accurately predict band gaps of extended systems. We determine mixing parameters by enforcing the generalized Koopmans' condition on localized electron states, which are achieved by inserting an optimized potential probe. Application of this scheme to a large set of materials yields band gaps with a mean error of 0.30 eV with respect to experiment. Next, we consider a perturbative one-shot approach in which the single- particle eigenvalues are calculated with the wave functions obtained at the semilocal level. In this way, the computational cost is reduced by ∼85% without loss of accuracy. The scheme is found to be robust upon consideration of different defect species and functional forms.

Authors

  • Yang, Jing ;
  • Falletta, Stefano ;
  • Pasquarello, Alfredo
1 Citation0 Mentions88% FAIR2.3 Dataset Index
10.24435/materialscloud:9b-zz2022

One-shot approach for enforcing piecewise linearity on hybrid functionals: application to band-gap predictions

We present an efficient procedure for constructing nonempirical hybrid functionals to accurately predict band gaps of extended systems. We determine mixing parameters by enforcing the generalized Koopmans' condition on localized electron states, which are achieved by inserting an optimized potential probe. Application of this scheme to a large set of materials yields band gaps with a mean error of 0.30 eV with respect to experiment. Next, we consider a perturbative one-shot approach in which the single- particle eigenvalues are calculated with the wave functions obtained at the semilocal level. In this way, the computational cost is reduced by ∼85% without loss of accuracy. The scheme is found to be robust upon consideration of different defect species and functional forms.

Authors

  • Yang, Jing ;
  • Falletta, Stefano ;
  • Pasquarello, Alfredo
1 Citation0 Mentions88% FAIR0.6 Dataset Index
10.24435/materialscloud:50-0y2022