548 citations · 595 across the 13 of their papers we have counts for
3 papers · 1 filter
Smart caching in a Data Lake for High Energy Physics analysis
Tommaso Tedeschi, Diego Ciangottini, Marco Baioletti +4
The continuous growth of data production in almost all scientific areas raises new problems in data access and management, especially in a scenario where the end-users, as well as…
Frozen-Density Embedding for including environmental effects in the Dirac-Kohn-Sham theory: an implementation based on density fitting and prototyping techniques
Matteo De Santis, Diego Sorbelli, Valerie Vallet +3
The Frozen Density Embedding scheme represents an embedding method in which environmental effects onto a given subsystem are included by representing the other subsystems making up…
Towards machine learning for microscopic mechanisms: a formula search for crystal structure stability based on atomic properties
Udaykumar Gajera, Loriano Storchi, Danila Amoroso +2
Machine Learning (ML) techniques are revolutionizing the way to perform efficient materials modeling. Nevertheless, not all the ML approaches allow for the understanding of microsc…