8 citations · 12 across the 4 of their papers we have counts for
4 papers
Discovery of High-Voltage Magnesium-Ion Cathodes using Machine Learning and First-Principles Calculations
Jhon Rogelnor A. Florida, Edward Aris D. Fajardo
Developing high-performance cathode materials for magnesium-ion batteries (MIBs) remains challenging because Mg ions move slowly, and conventional materials exhibit low volt…
Formation Energy Prediction of Material Crystal Structures using Deep Learning
V. Torlao, E. A. Fajardo
Determining the stability of chemical compounds is essential for advancing material discovery. In this study, we introduce a novel deep neural network model designed to predict a c…
Effective Dynamics of 2D Bloch Electrons in External Fields Derived From Symmetry
E. A. Fajardo, R. Winkler
We develop a comprehensive theory for the effective dynamics of Bloch electrons based on symmetry. We begin with a scheme to systematically derive the irreducible representations (…
Universal Spin Dynamics in Quantum Wires
E. A. Fajardo, U. Zülicke, R. Winkler
We discuss the universal spin dynamics in quasi one-dimensional systems including the real spin in narrow-gap semiconductors like InAs and InSb, the valley pseudospin in staggered…