94 citations · 183 across the 8 of their papers we have counts for
8 papers
Hierarchical Linear Dynamical System for Representing Notes from Recorded Audio
Leila Kalantari, Jose Principe, Kathryn E. Sieving
We seek to develop simultaneous segmentation and classification of notes from audio recordings in presence of outliers. The selected architecture for modeling time series is hierar…
Kaczmarz and Gauss-Seidel Algorithms with Volume Sampling
Alireza Entezari, Arunava Banerjee, Leila Kalantari
The method of Alternating Projections (AP) is a fundamental iterative technique with applications to problems in machine learning, optimization and signal processing. Examples incl…
Uncertainty quantification for multiclass data description
Leila Kalantari, Jose Principe, Kathryn E. Sieving
In this manuscript, we propose a multiclass data description model based on kernel Mahalanobis distance (MDD-KM) with self-adapting hyperparameter setting. MDD-KM provides uncertai…
Density analysis for estimating the degree of on-site correlation on transition-metal atoms in extended systems
Leila Kalantari, Fabien Tran, Peter Blaha
In the context of the modified Becke-Johnson (mBJ) potential, we recently underlined that , the average of in the unit cell, has markedly…
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…
Semilocal exchange-correlation potentials for solid-state calculations: Current status and future directions
Fabien Tran, Jan Doumont, Leila Kalantari +3
Kohn-Sham (KS) density functional theory (DFT) is a very efficient method for calculating various properties of solids as, for instance, the total energy, the electron density, or…
Nonlocal van der Waals functionals for solids: Choosing an appropriate one
Fabien Tran, Leila Kalantari, Boubacar Traoré +2
The nonlocal van der Waals (NL-vdW) functionals [Dion et al., Phys. Rev. Lett. 92, 246401 (2004)] are being applied more and more frequently in solid-state physics, since they have…
Orbital-free approximations to the kinetic-energy density in exchange-correlation MGGA functionals: tests on solids
Fabien Tran, Péter Kovács, Leila Kalantari +2
A recent study of Mejia-Rodriguez and Trickey [Phys. Rev. A 96, 052512 (2017)] showed that the deorbitalization procedure (replacing the exact Kohn-Sham kinetic-energy density by a…