60 citations · 61 across the 5 of their papers we have counts for
5 papers
Seeking Cost-Optimal Infrastructure Size for Distributed Filesystems: A Ceph Case Study
Niccolo Tosato, Isac Pasianotto, Ruggero Lot +1
Distributed Filesystems (DFS) are a crucial component of modern computing environments, and their performance is critical to the success of all the facilities that rely on them. Ho…
An accurate alternative to hybrid functionals for germanium: DFT+
Abdulgaffar Abdurrazaq, Ruggero Lot, Antoine Jay +5
The accuracy of bulk property predictions in density functional theory (DFT) calculations depends on the choice of exchange-correlation functional. While the Perdew-Burke-Ernzerhof…
PANNA 2.0: Efficient neural network interatomic potentials and new architectures
Franco Pellegrini, Ruggero Lot, Yusuf Shaidu +1
We present the latest release of PANNA 2.0 (Properties from Artificial Neural Network Architectures), a code for the generation of neural network interatomic potentials based on lo…
A Systematic Approach to Generating Accurate Neural Network Potentials: the Case of Carbon
Yusuf Shaidu, Emine Kucukbenli, Ruggero Lot +3
Availability of affordable and widely applicable interatomic potentials is the key needed to unlock the riches of modern materials modelling. Artificial neural network based approa…
PANNA: Properties from Artificial Neural Network Architectures
Ruggero Lot, Franco Pellegrini, Yusuf Shaidu +1
Prediction of material properties from first principles is often a computationally expensive task. Recently, artificial neural networks and other machine learning approaches have b…