Supercomputing

Table of Contents

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   Book Overview
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   Chapter 1 A Highly Parallel Approach for Solving Computationally Expensive Multicriteria Optimization Problems
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   Chapter 2 Data-Parallel High-Precision Multiplication on Graphics Processing Units
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   Chapter 3 Efficiency of Basic Linear Algebra Operations on Parallel Computers
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   Chapter 4 Explicit-Implicit Schemes for Parallel Solving of the Suspension Transport Problems in Coastal Systems
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   Chapter 5 GPU Implementation of a Stencil Code with More Than 90% of the Peak Theoretical Performance
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   Chapter 6 Memory-Optimized Tile Based Data Structure for Adaptive Mesh Refinement
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   Chapter 7 Multithreaded Multifrontal Sparse Cholesky Factorization Using Threading Building Blocks
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   Chapter 8 Optimal Packings of Congruent Circles on a Square Flat Torus as Mixed-Integer Nonlinear Optimization Problem
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    Chapter 9 Parallel Global Optimization for Non-convex Mixed-Integer Problems
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    Chapter 10 Parallel Ray Tracing Algorithm for Numerical Analysis of Laser Radiation Absorption in a Plasma
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    Chapter 11 Porting CUDA-Based Molecular Dynamics Algorithms to AMD ROCm Platform Using HIP Framework: Performance Analysis
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    Chapter 12 Solving of Eigenvalue and Singular Value Problems via Modified Householder Transformations on Shared Memory Parallel Computing Systems
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    Chapter 13 Analysis of the Influence of Changes in the Exterior Elements of the Car on the Drag Coefficient and the Problem of Its Optimization
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    Chapter 14 Application of High-Performance Computing for Modeling the Hydrobiological Processes in Shallow Water
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    Chapter 15 Computer Simulation of Endothermic Decomposition of High-Energy Substances CxHyNmOn. Substance Composition Optimization
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    Chapter 16 Coupling of PDE and ODE Solvers in INMOST Parallel Platform: Application to Electrophysiology
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    Chapter 17 Digital Rock Modeling of a Terrigenous Oil and Gas Reservoirs for Predicting Rock Permeability with Its Fitting Using Machine Learning
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    Chapter 18 Digital Twin of the Seismogeological Object: Building and Application
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    Chapter 19 GPU-Based Discrete Element Modeling of Geological Faults
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    Chapter 20 High Performance Parallel Simulations of Subsurface Radar Sounding of Celestial Bodies
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    Chapter 21 High-Performance Hybrid Computing for Bioinformatic Analysis of Protein Superfamilies
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    Chapter 22 Improving Parallel Efficiency of a Complex Hydrogeological Problem Simulation in GeRa
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    Chapter 23 Morphing and Wave Perturbations in Distinguishing Molecular Clouds’ Collision
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    Chapter 24 Numerical Experiments with Digital Twins of Core Samples for Estimating Effective Elastic Parameters
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    Chapter 25 Orange Carotenoid Protein Absorption Spectra Simulation Using the Differential Evolution Algorithm
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    Chapter 26 Parallel Dynamic Mesh Adaptation Within INMOST Platform
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    Chapter 27 Parallel Implementation of Coupled Wave and Bottom Deposit Transportation Models to Simulate Surface Pollution Areas
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    Chapter 28 Recovery of the Permittivity of an Anisotropic Inhomogeneous Body in a Rectangular Waveguide
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    Chapter 29 Relativistic Hydrodynamics Modeling by Means Adaptive Nested Mesh on IBM Power 9
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    Chapter 30 Search for Approaches to Supercomputer Quantum-Chemical Docking
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    Chapter 31 Simulation of “ExoMars” Spacecraft Landing on the Surface of Mars Using Supercomputer Technologies
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    Chapter 32 Solving Inverse Problems of Ultrasound Tomography in a Nondestructive Testing on a Supercomputer
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    Chapter 33 Supercomputer Modelling of Spatially-heterogeneous Coagulation using MPI and CUDA
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    Chapter 34 Supercomputing the Seasonal Weather Prediction
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    Chapter 35 The Creation of Intelligent Support Methods for Solving Mathematical Physics Problems on Supercomputers
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    Chapter 36 The Parallel Implementation of the Adaptive Mesh Technology in Poroelasticity Problems
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    Chapter 37 The Simulation of 3D Wave Fields in Complex Topography Media
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    Chapter 38 Three-Dimensional Ultrasound Tomography: Mathematical Methods and Experimental Results
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    Chapter 39 Validation of the Regional Climate Model for the South of Russia
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    Chapter 40 An Experimental Study of Deep Neural Networks on HPC Clusters
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    Chapter 41 Artificial Intelligence Problems in Mathematical Modeling
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    Chapter 42 Aspect-Oriented Set@l Language for Architecture-Independent Programming of High-Performance Computer Systems
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    Chapter 43 Bridging the Gap Between Applications and Supercomputing: A New Master’s Program in Computational Science
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    Chapter 44 DLI: Deep Learning Inference Benchmark
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    Chapter 45 Educational Course “Introduction to Deep Learning Using the Intel neon Framework”
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    Chapter 46 Evaluation of Intel Memory Drive Technology Performance for Computational Astrophysics
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    Chapter 47 Extended Routing Table Generation Algorithm for the Angara Interconnect
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    Chapter 48 High-Performance Solution of the Two-Class SVM Problem for Big Data Sets by the Mean Decision Rule Method
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    Chapter 49 Performance and Scalability of Materials Science and Machine Learning Codes on the State-of-Art Hybrid Supercomputer Architecture
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    Chapter 50 Performance of the Particle-in-Cell Method with the Intel (Broadwell, KNL) and IBM Power9 Architectures
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    Chapter 51 Software Development Tools for FPGA-Based Reconfigurable Systems Programming
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    Chapter 52 Software Q-system for the Research of the Resource of Numerical Algorithms Parallelism
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    Chapter 53 The Role of Student Projects in Teaching Machine Learning and High Performance Computing
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    Chapter 54 Budget and Cost-Aware Resources Selection Strategy in Cloud Computing Environments
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    Chapter 55 Building an Algorithmic Skeleton for Block Data Processing on Enterprise Desktop Grids
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    Chapter 56 Roadmap for Improving Volunteer Distributed Computing Project Performance
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    Chapter 57 SAT-Based Cryptanalysis: From Parallel Computing to Volunteer Computing
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    Chapter 58 Supporting Efficient Execution of Workflows on Everest Platform
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    Chapter 59 Start-up and the Results of the Volunteer Computing Project RakeSearch
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    Chapter 60 Use of a Desktop Grid to Effectively Discover Hits in Virtual Drug Screening