Large-Scale Scientific Computing : 12th International Conference, LSSC 2019, Sozopol, Bulgaria, June 10-14, 2019, Revised Selected Papers / edited by Ivan Lirkov, Svetozar Margenov.

Format:

Book

Contributor:

Lirkov, Ivan, 1963- editor.

Margenov, Svetozar, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 11958.

Theoretical Computer Science and General Issues ; 11958

Language:

English

Subjects (All):

Algorithms.

Computer organization.

Artificial intelligence.

Application software.

Coding theory.

Information theory.

Algorithm Analysis and Problem Complexity.

Computer Systems Organization and Communication Networks.

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Coding and Information Theory.

Local Subjects:

Algorithm Analysis and Problem Complexity.

Computer Systems Organization and Communication Networks.

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Coding and Information Theory.

Physical Description:

1 online resource (XV, 636 pages) : 243 illustrations, 139 illustrations in color.

Edition:

First edition 2020.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2020.

System Details:

text file PDF

Summary:

This book constitutes revised papers from the 12th International Conference on Large-Scale Scientific Computing, LSSC 2019, held in Sozopol, Bulgaria, in June 2019. The 70 papers presented in this volume were carefully reviewed and selected from 81 submissions. The book also contains two invited talks. The papers were organized in topical sections named as follows: control and optimization of dynamical systems; meshfree and particle methods; fractional diffusion problems: numerical methods, algorithms and applications; pore scale flow and transport simulation; tensors based algorithms and structures in optimization and applications; HPC and big data: algorithms and applications; large-scale models: numerical methods, parallel computations and applications; monte carlo algorithms: innovative applications in conjunctions with other methods; application of metaheuristics to large-scale problems; large scale machine learning: multiscale algorithms and performance guarantees; and contributed papers. .

Contents:

Invited Papers

First-order System Least Squares Finite-elements for Singularly Perturbed Reaction-diffusion Equations

Big Data Analysis: Theory and Applications

Control and Optimization of Dynamical Systems

Solutions to the Hamilton-Jacobi Equation for Bolza Problems with State Constraints and Discontinuous Time Dependent Data

Optimal Control Problem of a Metronomic Chemotherapy

Asymptotic Behaviour of Controllability Gramians and Convexity of Small-time Reachable Sets

On the Regularity of Mayer-type Affine Optimal Control Problems

Meshfree and Particle Methods

Mesh-hardened Finite Element Analysis through a Generalized Moving Least-Squares Approximation of Variational Problems

An Adaptive LOOCV-based Algorithm for Solving Elliptic PDEs via RBF Collocation

Adaptive Refinement Techniques for RBF-PU Collocation

Fractional Diffusion Problems: Numerical Methods, Algorithms and Applications

A Second Order Time Accurate Finite Volume Scheme for the Time-Fractional Diffusion Wave Equation on General Nonconforming Meshes

Identification of a Time-dependent Right-Hand Side of an Unsteady Equation with a Fractional Power of an Elliptic Operator

Pore Scale Flow and Transport Simulation

Computational Identification of Adsorption and Desorption Parameters for Pore Scale Transport in Random Porous Media

Weighted Time-Semidiscretization Quasilinearization Method for Solving Rihards' Equation

Tensors Based Algorithms and Structures in Optimization and Applications

On the Problem of Decoupling Multivariate Polynomials

Model Order Reduction Algorithms in the Design of Electric Machines

Discrete Vortices and Their Generalizations for Scattering Problems

Nonnegative Tensor Train Factorizations and Some Applications

Low Rank Structures in Solving Electromagnetic Problems

Tensors in Modelling Multi-particle Interactions

Tensorisation in the Solution of Smoluchowski Type Equations

On Tensor-Train Ranks of Tensorized Polynomials

Global Optimization Algorithms Using Tensor Trains

Application of the Global Optimization Methods for Solving the Parameter Estimation Problem in Mathematical Immunology

HPC and Big Data: Algorithms and Applications

Statistical Moments of the Vertical Distribution of Air Pollution over Bulgaria

Distributed Deep Learning on Heterogeneous Computing Resources Using Gossip Communication

Process Analysis of Atmospheric Composition Fields in Urban Area (Sofia City)

Modeling of PM10 Air Pollution in Urban Environment Using MARS

Application of Orthogonal Polynomials and Special Matrices to Orthogonal Arrays

Performance Effects of Running Container-Based Open-MPI Cluster in Public Cloud

Impact of Data Assimilation on Short-term Precipitation Forecasts Using WRF-ARW Model

Large-Scale Models: Numerical Methods, Parallel Computations and Applications

An Introduction and Summary of Use of Optimal Control Methods for PDE's

Parallel BURA Based Numerical Solution of Fractional Laplacian with Pure Neumann Boundary Conditions

Bias Correcting of Selected ETCCDI Climate Indices for Projected Future Climate

Project for an Open Source GIS Tool for Visualization of Flood Risk Analysis after Mining Dam Failures

Open Source GIS for Civil Protection Response in Cases of Wildland Fires or Flood Events

PDE-Constrained Optimization: Matrix Structures and Preconditioners

One Approach of Solving Tasks in the Presence of Free Surface Using a Multiprocessor Computing Systems

In Silico Study on the Structure of Novel Natural Bioactive Peptides

Sensitivity of the Simulated Heat Risk in Southeastern Europe to the RegCM Model Configuration - Preliminary Results

Large-scale Prediction of the ARS Family Inhibitors of the Oncogenic KRASG12C Mutant

Identification of Heat Conductivity in (2+1)D Equation as a Function of Time

Numerical Calculation of Deformations of Composite Material with Fiber Inclusions

On the Impact of Reordering in a Hierarchical Semi-separable Compression Solver for Fractional Diffusion Problems

Computer Simulation of a Saline Enhanced Radio-frequency Hepatic Ablation Process

Studying the Influence of Climate Changes on European Ozone Levels

Monte Carlo Algorithms: Innovative Applications in Conjunctions with Other Methods

A Revised Wigner Function Approach for Stationary Quantum Transport

Techniques for Statistical Enhancement in a 2D Multi-Subband Ensemble Monte Carlo Nanodevice Simulator

Efficient Stochastic Algorithms for the Sensitivity Analysis Problem in the Air Pollution Modelling

Kinetic Monte Carlo Analysis of the Operation and Reliability of Oxide Based RRAMs

Multi-Subband Ensemble Monte Carlo Simulator for Nanodevices in the End of the Roadmap

A Monte Carlo Evaluation of the Current and Low Frequency Current Noise at Spin-Dependent Hopping

Efficient Stochastic Approaches for Multidimensional Integrals in Bayesian Statistics

Parallel Multilevel Monte Carlo Algorithms for Elliptic PDEs with Random Coefficients

Application of Metaheuristics to Large-Scale Problems

Generalized Nets Model of Data Parallel Processing in Large Scale Wireless Sensor Networks

Modeling Block Structured Project Scheduling with Resource Constraints

Solving Combinatorial Puzzles with Parallel Evolutionary Algorithms

Multi-Objective ACO Algorithm for WSN Layout: InterCriteria Analisys

Reachable Sets of Nonlinear Control Systems: Estimation Approaches

Jumping Average Filter Parameter Optimization for Pulsar Signal Detection

Precision in High Dimensional Optimisation of Global Tasks with Unknown Solutions

An Intuitionistic Fuzzy Approach to the Travelling Salesman Problem

Alternatives for Neighborhood Function in Kohonen Maps

Large Scale Machine Learning: Multiscale Algorithms and Performance Guarantees

A Modified Gomory-Hu Algorithm with DWDM-oriented Technology

Contributed Papers

Adaptive Exponential Integrators for MCTDHF

Convergence Analysis of a Finite Volume Gradient Scheme for a Linear Parabolic Equation Using Characteristic Methods

Implementing a Mesh-Projection Schemes Using the Technology of Adaptive Mesh Refinement

Valuation of European Options with Liquidity Shocks Switching by Fitted Finite Volume Method

Space-Time Finite Element Methods for Parabolic Initial-Boundary Value Problems with Non-smooth Solutions

MATLAB Implementation of Element-based Solvers

The Approach to the Construction of Di_erence Schemes with a Consistent Approximation of the Stress-Strain State and the Energy Balance of the Medium in Cylindrical Geometry

Two-layer Completely Conservative Di_erence Scheme of Gas Dynamics in Eulerian Variables with Adaptive Regularization of Solution

Some Problems of Modeling the Impact on Gas Hydrates on the Basis of Splitting by Physical Processes.

Other Format:

Printed edition:

ISBN:

978-3-030-41032-2

9783030410322

Access Restriction:

Restricted for use by site license.