Search Results for author: Fabio Baruffa

Found 4 papers, 3 papers with code

A hybrid classical-quantum workflow for natural language processing

1 code implementation12 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.

Sentence

Intel Quantum Simulator: A cloud-ready high-performance simulator of quantum circuits

3 code implementations28 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

Deploying AI Frameworks on Secure HPC Systems with Containers

no code implementations24 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.

Distributed Computing

BioEM: GPU-accelerated computing of Bayesian inference of electron microscopy images

1 code implementation21 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.

Bayesian Inference Electron Tomography

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