1 code implementation • 12 Apr 2020 • Lee J. O'Riordan, Myles Doyle, Fabio Baruffa, Venkatesh Kannan
Natural language processing (NLP) problems are ubiquitous in classical computing, where they often require significant computational resources to infer sentence meanings.
3 code implementations • 28 Jan 2020 • Gian Giacomo Guerreschi, Justin Hogaboam, Fabio Baruffa, Nicolas Sawaya
Classical simulation of quantum computers will continue to play an essential role in the progress of quantum information science, both for numerical studies of quantum algorithms and for modelings noise and errors.
Quantum Physics Distributed, Parallel, and Cluster Computing Computational Physics
no code implementations • 24 May 2019 • David Brayford, Sofia Vallecorsa, Atanas Atanasov, Fabio Baruffa, Walter Riviera
The increasing interest in the usage of Artificial Intelligence techniques (AI) from the research community and industry to tackle "real world" problems, requires High Performance Computing (HPC) resources to efficiently compute and scale complex algorithms across thousands of nodes.
1 code implementation • 21 Sep 2016 • Pilar Cossio, David Rohr, Fabio Baruffa, Markus Rampp, Volker Lindenstruth, Gerhard Hummer
In cryo-electron microscopy (EM), molecular structures are determined from large numbers of projection images of individual particles.