138 citations · 638 across the 15 of their papers we have counts for
15 papers
Machine Learning-based Early Detection of Potato Sprouting Using Electrophysiological Signals
Davide Andreoletti, Aris Marcolongo, Natasa Sarafijanovic Djukic +8
Accurately predicting potato sprouting before the emergence of any visual signs is critical for effective storage management, as sprouting degrades both the commercial and nutritio…
QEHeat: An open-source energy flux calculator for the computation of heat-transport coefficients from first principles
Aris Marcolongo, Riccardo Bertossa, Davide Tisi +1
We give a detailed presentation of the theory and numerical implementation of an expression for the adiabatic energy flux in extended systems, derived from density-functional theor…
NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations
Paula Harder, William Jones, Redouane Lguensat +8
The recent explosion in applications of machine learning to satellite imagery often rely on visible images and therefore suffer from a lack of data during the night. The gap can be…
Electrolytes for Li-ion all-solid-state batteries: a first-principles comparative study of Li10GeP2O12 and Li10GeP2S12 in the LISICON and LGPS phases
Giuliana Materzanini, Leonid Kahle, Aris Marcolongo +1
In this work we address Li-ion diffusion in thio-LISICON materials and in their oxide counterparts, exploring both the orthorhombic and tetragonal phases of Li10GeP2S12(LGPS) and L…
Spectral denoising for unsupervised analysis of correlated ionic transport
Nicola Molinari, Yu Xie, Ian Leifer +3
Computation of correlated ionic transport properties from molecular dynamics in the Green-Kubo formalism is expensive as one cannot rely on the affordable mean square displacement…
The solid-state Li-ion conductor LiTaO: A combined computational and experimental study
Leonid Kahle, Xi Cheng, Tobias Binninger +8
We study the oxo-hexametallate LiTaO with first-principles and classical molecular dynamics simulations, obtaining a low activation barrier for diffusion of 0.29 eV a…