From the 1 of 17 linked papers with an AI index.
29.3k citations · 39.4k across the 16 of their papers we have counts for
17 papers
Investigation of particle dynamics and classification mechanism in a spiral jet mill through computational fluid dynamics and discrete element methods
Simone Bnà, Raffaele Ponzini, Mirko Cestari +3
Predicting the outcome of jet-milling based on the knowledge of process parameters and starting material properties is a task still far from being accomplished. Given the technical…
Optical properties of emeraldine salt polymers from ab initio calculations: comparison with recent experimental data
Renato Colle, Pietro Parruccini, Andrea Benassi +1
We present absorption coefficient α(ω), transverse dielectric function ε(ω), optical conductivity σ(ω), and reflectance R(ω) calculated for an emeraldine salt conducting polymer in…
Benchmarking FedAvg and FedCurv for Image Classification Tasks
Bruno Casella, Roberto Esposito, Carlo Cavazzoni +1
Classic Machine Learning techniques require training on data available in a single data lake. However, aggregating data from different owners is not always convenient for different…
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios
Bruno Casella, Roberto Esposito, Antonio Sciarappa +2
Training Deep Learning (DL) models require large, high-quality datasets, often assembled with data from different institutions. Federated Learning (FL) has been emerging as a metho…
EXSCALATE: An extreme-scale in-silico virtual screening platform to evaluate 1 trillion compounds in 60 hours on 81 PFLOPS supercomputers
Davide Gadioli, Emanuele Vitali, Federico Ficarelli +7
The social and economic impact of the COVID-19 pandemic demands the reduction of the time required to find a therapeutic cure. In the contest of urgent computing, we re-designed th…
Quantum ESPRESSO toward the exascale
Paolo Giannozzi, Oscar Baseggio, Pietro Bonfà +12
Quantum ESPRESSO is an open-source distribution of computer codes for quantum-mechanical materials modeling, based on density-functional theory, pseudopotentials, and plane waves,…