| Título : |
12th International Conference, LSSC 2019, Sozopol, Bulgaria, June 10–14, 2019, Revised Selected Papers |
| Tipo de documento: |
documento electrónico |
| Autores: |
Lirkov, Ivan, ; Margenov, Svetozar, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2020 |
| Número de páginas: |
XV, 636 p. 60 ilustraciones |
| ISBN/ISSN/DL: |
978-3-030-41032-2 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Algoritmos Ingeniería Informática Red de computadoras Inteligencia artificial Software de la aplicacion Teoría de la codificación Teoría de la información Ingeniería Informática y Redes Aplicaciones informáticas y de sistemas de información Teoría de la codificación y la información |
| Índice Dewey: |
518.1 |
| Resumen: |
Este libro contiene artículos revisados de la 12.ª Conferencia Internacional sobre Computación Científica a Gran Escala, LSSC 2019, celebrada en Sozopol, Bulgaria, en junio de 2019. Los 70 artículos presentados en este volumen fueron cuidadosamente revisados y seleccionados entre 81 presentaciones. El libro también contiene dos charlas invitadas. Los artículos se organizaron en secciones temáticas denominadas de la siguiente manera: control y optimización de sistemas dinámicos; métodos sin malla y con partículas; problemas de difusión fraccionada: métodos numéricos, algoritmos y aplicaciones; simulación de transporte y flujo a escala de poros; algoritmos y estructuras basados en tensores en optimización y aplicaciones; HPC y big data: algoritmos y aplicaciones; modelos a gran escala: métodos numéricos, cálculos paralelos y aplicaciones; algoritmos de monte carlo: aplicaciones innovadoras en conjunto con otros métodos; aplicación de metaheurísticas a problemas de gran escala; aprendizaje automático a gran escala: algoritmos multiescala y garantías de rendimiento; y artículos contribuidos. . |
| Nota de contenido: |
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-separableCompression 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. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
12th International Conference, LSSC 2019, Sozopol, Bulgaria, June 10–14, 2019, Revised Selected Papers [documento electrónico] / Lirkov, Ivan, ; Margenov, Svetozar, . - 1 ed. . - [s.l.] : Springer, 2020 . - XV, 636 p. 60 ilustraciones. ISBN : 978-3-030-41032-2 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Algoritmos Ingeniería Informática Red de computadoras Inteligencia artificial Software de la aplicacion Teoría de la codificación Teoría de la información Ingeniería Informática y Redes Aplicaciones informáticas y de sistemas de información Teoría de la codificación y la información |
| Índice Dewey: |
518.1 |
| Resumen: |
Este libro contiene artículos revisados de la 12.ª Conferencia Internacional sobre Computación Científica a Gran Escala, LSSC 2019, celebrada en Sozopol, Bulgaria, en junio de 2019. Los 70 artículos presentados en este volumen fueron cuidadosamente revisados y seleccionados entre 81 presentaciones. El libro también contiene dos charlas invitadas. Los artículos se organizaron en secciones temáticas denominadas de la siguiente manera: control y optimización de sistemas dinámicos; métodos sin malla y con partículas; problemas de difusión fraccionada: métodos numéricos, algoritmos y aplicaciones; simulación de transporte y flujo a escala de poros; algoritmos y estructuras basados en tensores en optimización y aplicaciones; HPC y big data: algoritmos y aplicaciones; modelos a gran escala: métodos numéricos, cálculos paralelos y aplicaciones; algoritmos de monte carlo: aplicaciones innovadoras en conjunto con otros métodos; aplicación de metaheurísticas a problemas de gran escala; aprendizaje automático a gran escala: algoritmos multiescala y garantías de rendimiento; y artículos contribuidos. . |
| Nota de contenido: |
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-separableCompression 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. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
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