output
20052026
most citedMetaheuristic Design of Feedforward Neural Networks: A Review of Two Decades of Research

604 citations

Showing 2020Show all

14 papers · 1 filter

cond-mat.mtrl-sci2020★ 30 cited

Spin-lattice model for cubic crystals

P. Nieves, J. Tranchida, S. Arapan +1

We present a methodology based on the Néel model to build a classical spin-lattice Hamiltonian for cubic crystals capable of describing magnetic properties induced by the spin-orbi…

eess.SP2020★ 19 cited

Fault Detection for Covered Conductors With High-Frequency Voltage Signals: From Local Patterns to Global Features

Kunjin Chen, Tomáš Vantuch, Yu Zhang +2

The detection and characterization of partial discharge (PD) are crucial for the insulation diagnosis of overhead lines with covered conductors. With the release of a large dataset…

cond-mat.str-el2020★ 19 cited

Trimeron-phonon coupling in magnetite

P. Piekarz, D. Legut, E. Baldini +11

Using density functional theory, we study the lattice dynamical properties of magnetite (FeO) in the high-temperature cubic and low-temperature monoclinic phases. The calcu…

cs.DC2020★ 12 cited

Runtime vs Scheduler: Analyzing Dask's Overheads

Stanislav Böhm, Jakub Beránek

Dask is a distributed task framework which is commonly used by data scientists to parallelize Python code on computing clusters with little programming effort. It uses a sophistica…

cond-mat.mtrl-sci2020★ 20 cited

MAELAS: MAgneto-ELAStic properties calculation via computational high-throughput approach

P. Nieves, S. Arapan, S. H. Zhang +3

In this work, we present the program MAELAS to calculate magnetocrystalline anisotropy energy, anisotropic magnetostrictive coefficients and magnetoelastic constants in an automate…

cs.PF2020

Toward an End-to-End Auto-tuning Framework in HPC PowerStack

Xingfu Wu, Aniruddha Marathe, Siddhartha Jana +7

Efficiently utilizing procured power and optimizing performance of scientific applications under power and energy constraints are challenging. The HPC PowerStack defines a software…