Network Science and High Performance Computing for Biology and Biomedicine:
Algorithms, Methodologies and Tools (NHPC4LifeS 2022)
Network Science and High Performance Computing for Biology and Biomedicine:
Algorithms, Methodologies and Tools (NHPC4LifeS 2022)
which will take place during the Euro-Par 2022 https://2022.euro-par.org/
News:
Submission Web site:
Special Issue Proposal. The organizers of NHPC4LifeS have two expected outcomes: the first is to foster discussion and collaboration among researchers from different backgrounds (bioinformatics, mathematics, physics, engineering, etc.), the second is to promote interest in algorithms, methodologies and tools of HPC to face the challenges of Life Sciences. Moreover, we will organize a special issue with a selection of the best papers. The special issue will be also organized as done in the previous editions.
Call for Papers. Advancements in Life Sciences (Biology, Biomedicine, Bioengineering, Ecology, etc.) are largely driven by the development of powerful technologies and computational tools. Many experimental results have confirmed the hypothesis that biological processes and disease evolution may be explained through the use of complex network models. However, the solution of world-real problems that are often modelled through huge volumes of data requires a multidisciplinary approach and poses new challenges to the field of High Performance Computing (HPC) at different levels:
• modeling and simulation of complex phenomena (human organ functions, evolution of diseases, sustainable energy systems , etc.);
• analysis of complex data structures (matrices and tensors) generated from experimental data;
• graph Representation Learning through (but not limited to) HPC ;
• processing and analysis of massive amounts of data produced by modern technologies (omics and genome sequencing, functional, and anatomical imaging, High-Content Screening, etc.);
• extracting, merging, and understanding of information from different sources (merging different types of images, bridging imaging and omics features, etc.);
Instruction for authors:
The papers have to be formatted according to the LNCS guidelines. They should be between minimum of 10 and maximum of 12 pages.
Important Dates.
Paper Submission: 20/05/2022
Workshops author notification 01/07/2022
Workshop Date: To be announced
Program Committee:
Andrew Adamatzky, University of the West of England, Bristol, United Kingdom
Michele Ceccarelli, University of Naples “Federico II”, Italy
Salvatore Cuomo, University of Naples “Federico II”, Italy
Claudia Di Napoli, Institute for High-Performance Computing and Networking of CNR, Italy
Elisa Francomano, Università di Palermo, Italy
Sébastien Limet, Université d’Orléans, France
Lucia Maddalena, Institute for High-Performance Computing and Networking of CNR, Italy
Marianna Milano, Università Magna Graecia di Catanzaro, Catanzaro, Italy
Mario Nicodemi, Università degli Studi di Napoli “Federico II”, Italy
Nicola Tonellotto, Information Engineering Department of the University of Pisa, Italy
Carsten Trinitis, Technical University of Munich, German
Jose Carlos Valverde, University of Castilla la Mancha, Albacete, Spain
Jose Luis Vazquez-Poletti, Departement of Computer Science, Universidad Complutense de Madrid, Spain
Patrizia Vizza, Università Magna Græcia, Catanzaro, Italy
Workshop Organizers:
Laura Antonelli, ICAR-CNR Naples
Pietro Hiram Guzzi, University Magna Graecia of Catanzaro