8 citations · 9 across the 2 of their papers we have counts for
7 papers
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…
Simulating diffusion properties of solid-state electrolytes via a neural network potential: Performance and training scheme
Aris Marcolongo, Tobias Binninger, Federico Zipoli +1
The recently published DeePMD model (https://github.com/deepmodeling/deepmd-kit), based on a deep neural network architecture, brings the hope of solving the time-scale issue which…
Gauge optimization of time series for thermal-transport simulations
Aris Marcolongo, Loris Ercole, Stefano Baroni
Thermal and other transport coefficients were recently shown to be largely independent of the microscopic representation of the energy (current) densities or, more generally, of th…
Comparison of computational methods for the electrochemical stability window of solid-state electrolyte materials
Tobias Binninger, Aris Marcolongo, Matthieu Mottet +2
Superior stability and safety are key promises attributed to all-solid-state batteries (ASSBs) containing solid-state electrolyte (SSE) compared to their conventional counterparts…
Modeling lithium-ion solid-state electrolytes with a pinball model
Leonid Kahle, Aris Marcolongo, Nicola Marzari
We introduce a simple and efficient model to describe the potential energy surface of lithium diffusing in a solid-state ionic conductor. First, we assume that the Li atoms are ful…