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Parallel Computational Technologies

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Cover of 'Parallel Computational Technologies'

Table of Contents

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    Book Overview
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    Chapter 1 Evaluating the Impact of MPI Network Sharing on HPC Applications
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    Chapter 2 Parallel Data Preprocessing Library for Neural Network Training
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    Chapter 3 An Efficient LRnLA Algorithm and Data Structure for Manycore and Multicore Computers with Hierarchical Cache
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    Chapter 4 Implementation of a Fuzzy Inference Method with Nonsingleton Fuzzification Based on CUDA and GPGPU Technologies
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    Chapter 5 Solving the Three-Dimensional Faddeev–Merkuriev Equations via Spline Collocation and Tensor Product Preconditioning
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    Chapter 6 Monitoring and Forecasting Crop Yields
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    Chapter 7 On Parallel Multigrid Methods for Solving Systems of Linear Algebraic Equations
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    Chapter 8 Optimized Relativistic Code for Massive Parallel Systems
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    Chapter 9 Using Parallel SAT Solving to Study Hard Combinatorial Problems Associated with Boolean Circuits
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    Chapter 10 Parallelization of the Generalized Multimode Nonlinear Schrödinger Equation Solver: A Performance Analysis
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    Chapter 11 On a Template Programming Approach for Shared Memory Parallel Architectures with Applications to the Fully Implicit Stokes Solver
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    Chapter 12 Parallel Computing in the Tikhonov Regularization Method for Solving the Inverse Problem of Chemical Kinetics
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    Chapter 13 Parallel Implementation of the Time-Reversal Mirror Method for Retrieving the Position and Type of a Seismic Source from Observational Data
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    Chapter 14 Parallel Implementation of Fast Algorithms in the Vortex Particle Method
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    Chapter 15 Implementation of an Asymptotically Compact Algorithm for GPU Simulation of an Acoustic Equation
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    Chapter 16 Quantum-Chemical Simulation of High-Energy Azoxy Compounds
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    Chapter 17 Parallel Algorithms for Simulation of the Suspension Transport in Coastal Systems Based on the Explicit-Implicit and Splitting Schemes
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    Chapter 18 Parallel Numerical Implementation of Three-Dimensional Mathematical Models of Hydrodynamics Taking into Account Vertical Turbulent Exchange
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    Chapter 19 Comparison of Two Methods for Modeling the Dynamics of Gas Flows in a Protoplanetary Disk
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    Chapter 20 Computer Modeling of Metal Nanoclusters and Substrate Interaction at Mesoscopic Level
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    Chapter 21 Supercomputer Simulation of Plasma Flow in the Diamagnetic Mode of Open Magnetic Systems
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    Chapter 22 Computer Simulation of the Three-Dimensional Synthesis of Phase Images of Nanometer Scale Objects
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    Chapter 23 A Parallel Algorithm for a Two-Phase Gas-Solid-Particle Model with Chemical Reactions and Laser Radiation
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    Chapter 24 MPI-Based Computational Algorithm for Modeling a Cylindrical Catalyst Grain During Oxidative Regeneration
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    Chapter 25 Research of the Influence of the Thermal State of an Air-Intake Model on In-Flight Icing Conditions
Attention for Chapter 2: Parallel Data Preprocessing Library for Neural Network Training
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Chapter title
Parallel Data Preprocessing Library for Neural Network Training
Chapter number 2
Book title
Parallel Computational Technologies
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-38864-4_2
Book ISBNs
978-3-03-138863-7, 978-3-03-138864-4

Buryak, Dmitry, Vakhrushev, Vadim, Shubin, Mikhail, Popova, Nina, Khamitov, Kamil, Ivanov, Oleg