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E-raamat: Parallel Processing and Applied Mathematics: 14th International Conference, PPAM 2022, Gdansk, Poland, September 11-14, 2022, Revised Selected Papers, Part II

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This two-volume set, LNCS 13826 and LNCS 13827, constitutes the proceedings of the 14th International Conference on Parallel Processing and Applied Mathematics, PPAM 2022, held in Gdansk, Poland, in September 2022.

The 77 regular papers presented in these volumes were selected from 132 submissions. For regular tracks of the conference, 33 papers were selected from 62 submissions.

The papers were organized in topical sections named as follows:

Part I: numerical algorithms and parallel scientific computing; parallel non-numerical algorithms; GPU computing; performance analysis and prediction in HPC systems; scheduling for parallel computing; environments and frameworks for parallel/cloud computing; applications of parallel and distributed computing; soft computing with applications and special session on parallel EVD/SVD and its application in matrix computations.

Part II: 9th Workshop on Language-Based Parallel Programming (WLPP 2022); 6th Workshop on Models,Algorithms and Methodologies for Hybrid Parallelism in New HPC Systems (MAMHYP 2022); first workshop on quantum computing and communication; First Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing (WAML 2022); 4th workshop on applied high performance numerical algorithms for PDEs; 5th minisymposium on HPC applications in physical sciences; 8th minisymposium on high performance computing interval methods; 7th workshop on complex collective systems.
9th Workshop on Language-Based Parallel Programming (WLPP
2022).- Kokkos-Based Implementation of MPCD on Heterogeneous Nodes.-
Comparison of Load Balancing Schemes for Asynchronous
Many-Task Runtimes.- New Insights on the Revised Definition of the
Performance Portability Metric.- Inferential statistical analysis of
performance portability.- NPDP Benchmark Suite for Loop Tiling Effectiveness
Evaluation.- Parallel Vectorized Implementations of Compensated
Summation Algorithms.- 6th Workshop on Models, Algorithms and Methodologies
for Hybrid Parallelism in New HPC Systems (MAMHYP 2022).- Malleability
Techniques for HPC Systems.- Algorithm and software overhead: a theoretical
approach to performance portability.- Benchmarking A High Performance
Computing Heterogeneous Cluster.- A Generative Adversarial Network approach
for noise and artifacts reduction in MRI head and neck imaging.- A GPU
accelerated Hyperspectral 3D Convolutional Neural Network Classification at
the Edge with Principal Component Analysis preprocessing.- Parallel gEUD
models for accelerated IMRT planning on modern HPC platforms.- First Workshop
on Quantum Computing and Communication.- On Quantum-Assisted LDPC Decoding
Augmented with Classical Post-Processing.- Quantum annealing to solve the
unrelated parallel machine scheduling problem.- Early experiences with a
photonic quantum simulator for solving Job Shop Scheduling Problem.- Some
remarks on super-gram operators for general bipartite
quantum states.- Solving the Traveling Salesman Problem with a Hybrid
Quantum-Classical Feedforward Neural Network.- Software aided analysis of EWL
based quantum games.- First Workshop on Applications of Machine Learning and
Artificial Intelligence in High Performance Computing (WAML
2022).- Adaptation of AI-accelerated CFD simulations to the IPU
platform.- Performance Analysis of Convolution Algorithms for Deep Learning
on Edge Processors.- Machine Learning-based Online Scheduling in Distributed
Computing.- High Performance Computing Queue Time Prediction using
Clustering and Regression.- Acceptance Rates of Invertible Neural Networks on
Electron Spectra from Near-Critical Laser-Plasmas: A Comparison.- 4th
Workshop on Applied High Performance Numerical Algorithms for PDEs.- MATLAB
implementation of hp finite elements on rectangles using hierarchical basis
functions.- Adaptive Parallel Average Schwarz Preconditioner for
Crouzeix-Raviart Finite Volume Method.- Parareal method for anisotropic
diffusion denoising.- Comparison of block preconditioners for the Stokes
problem with discontinuous viscosity and friction.- On minimization of
nonlinear energies usingFEM in MATLAB.- A model for crowd evacuation
dynamics: 2D numerical simulations.- 5th Minisymposium on HPC Applications in
Physical Sciences.- Parallel Identification of Unique Sequences in Nuclear
Structure Calculations.- Experimental and computer study of molecular
dynamics of a new pyridazine derivative.- Description of magnetic
nanomolecules by the extended multi-orbital Hubbard model: perturbative vs
numerical approach.- Structural and electronic properties of small-diameter
Carbon NanoTubes: a DFT study.- 8th Minisymposium on High Performance
Computing Interval Methods.- Need for Techniques Intermediate Between
Interval and Probabilistic Ones.- A Cross-Platform Benchmark for Interval
Computation Libraries.- Testing interval arithmetic libraries, including
their IEEE-1788 compliance.- A survey of interval algorithms for solving
multicriteria analysis problems.- 7th Workshop on Complex Collective
Systems.- Social Fragmentation Transitions in Large-Scale Parameter
Sweep Simulations of Adaptive Social Networks.- Parking search in urban
street networks: Taming down the complexity of the search-time problem via a
coarse-graining approach.- A multi-agent cellular automata model of lane
changing behaviour considering the aggressiveness and the
autonomy.- Comparison of the use of UWB and BLE as positioning methods
in data-driven modeling of pedestrian dynamics.- An Insight into the
State-of-the-Art Vehicular Fog Computing with an Opportunistic Flavour.