Titlebook: Parallel Processing and Applied Mathematics; 14th International C Roman Wyrzykowski,Jack Dongarra,Konrad Karczewski Conference proceedings

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Algorithm and Software Overhead: A Theoretical Approach to Performance Portabilityication (or library, programming model, algorithm implementation, etc.) has become .. The term . has been informally used in computing communities to substantially refer to: (1) the ability to run one application across multiple hardware platforms; and (2) achieving some decent level of performance

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A Generative Adversarial Network Approach for Noise and Artifacts Reduction in MRI Head and Neck Imagingime is a key factor. High-Performance Computing (HPC) can help practitioners accurately analyze data and improve patient outcomes, from drug discovery to finding the best-tailored therapy options. In this paper, we present and discuss an Artificial Intelligent methodology based on a Generative Adver

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A GPU Accelerated Hyperspectral 3D Convolutional Neural Network Classification at the Edge with Principal Component Analysis Preprocessingout the need to query servers far from the data collection point. Hyperspectral image classification is one of the application fields that can benefit most from the close relationship between Edge Computing and Artificial Intelligence. It consists of a framework of techniques and methodologies for c

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Parallel gEUD Models for Accelerated IMRT Planning on Modern HPC Platformsation doses absorbed by healthy cells. The personalized design of radiotherapy plans has been a relevant challenge since the beginning of these therapies. A wide set of models have been defined to translate complex clinical prescriptions into optimization problems. The model based on the generalized

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On Quantum-Assisted LDPC Decoding Augmented with Classical Post-processingt. Of course, in arriving at the requisite solution both quantum and classical computers work in conjunction. With the continued popularity of Low Density Parity Check (LDPC) codes and hence their decoding, this paper looks into the latter as a Quadratic Unconstrained Binary Optimization (QUBO) and

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