Large-Scale Scientific Computing 13th International Conference, LSSC 2021, Sozopol, Bulgaria, June 7–11, 2021, Revised Selected Papers
This book constitutes revised selected papers from the 13th International Conference on Large-Scale Scientific Computing, LSSC 23021, which was held in Sozopol, Bulgaria, during June 7-11, 2021. The 60 papers included in this book were carefully reviewed and selected from a total of 73 submissions....
| Other Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2022, 2022
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| Edition: | 1st ed. 2022 |
| Series: | Lecture Notes in Computer Science
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- binMeta: a New Java Package for Meta-heuristic Searches
- Synergy between Convergence and Divergence — Review of Concepts and Methods
- Advanced Stochastic Approaches Based on Optimization of Lattice Sequences for Large-Scale Finance Problems
- Intuitionistic Fuzzy Approach for Outsourcing Provider Selection in a Refinery
- Quantitative Relationship Between Particulate Matter and Morbidity
- Advanced Discretizations and Solvers for Coupled Systems of Partial Differential Equations
- Decoupling Methods for Systems of Parabolic Equations
- Optimal Control of ODEs, PDEs and Applications
- Random Lifting of Set-valued Maps
- Höolder Regularity in Bang-Bang Type Affine Optimal Control Problems
- Simultaneous Space-time Finite Element Methods for Parabolic Optimal Control Problems
- A New Algorithm for the LQR Problem with Partially Unknown Dynamics
- Tensor and Matrix Factorization for Big-Data Analysis
- Solving Systems of Polynomial Equations — a Tensor Approach
- Invited Papers
- Random-walk Based Approximate k-Nearest Neighbors Algorithm for Diffusion State Distance
- Model Reduction for Large Scale Systems
- II Fractional Di_usion Problems: Numerical Methods, Algorithms and Applications
- Constructions of Second Order Approximations of the Caputo Fractional Derivative
- Parameter Identification Approach for a Fractional Dynamics Model of Honeybee Population
- A Newton’s Method for Best Uniform Polynomial Approximation
- Reduced Sum Implementation of the BURA Method for Spectral Fractional Diffusion Problems
- First-order Reaction-diffusion System with Space-fractional Diffusion in an Unbounded medium
- Performance Study of Hierarchical Semi-Separable Compression Solver for Parabolic Problems with Space-fractional Diffusion
- Numerical Solution of Non-Stationary Problems with a Rational Approximation for Fractional Powers of the Operator
- Large-Scale Models: Numerical Methods, Parallel Computations and Applications
- Nonnegative Tensor-train Low-rank Approximations of the Smoluchowski Coagulation Equation
- Boolean Hierarchical Tucker Networks on Quantum Annealers
- Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix Factorization
- Machine Learning and Model Order Reduction for Large Scale Predictive Simulations
- Deep Neural Networks and Adaptive Quadrature for Solving Variational Problems
- A full order, reduced order and machine learning model pipeline for efficient prediction of reactive flows
- A Multiscale Fatigue Model for the Degradation of Fiber-reinforced Materials
- A Classification Algorithm for Anomaly Detection in Terahertz Tomography
- Reduced Basis Methods for Efficient Simulation of a Rigid Robot Hand Interacting with Soft Tissue
- Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows
- HPC and Big Data: Algorithms and Applications
- On the Use of Low-discrepancy Sequences in the Training of Neural Networks
- An Exact Schur ComplementMethod for Time-harmonic Optimal Control Problems
- On the Consistency Order of Runge–Kutta Methods Combined with Active Richardson Extrapolation
- Study the Recurrence of the Dominant Pollutants in the Formation of AQI Status Over the City of Sofia for the Period 2013-2020
- One Solution of Task with Internal Flow in Non-uniform Fluid Using CABARET Method
- Behavior and Scalability of the Regional Climate Model RegCM4 on High Performance Computing Platforms
- Quantum Effects on 1/2[111] Edge Dislocation Motion in Hydrogen-Charged Fe from Ring-Polymer Molecular Dynamics
- Degeneracy of Tetrahedral Partitions Produced by Randomly Generated Red Refinements
- Effluent Recirculation for Contaminant Removal in Constructed Wetlands under Uncertainty: A Stochastic Numerical Approach Based on Monte Carlo Methodology
- Sensitivity Study of Large-Scale Air Pollution Model Based on Modifications of the Latin Hypercube Sampling Method
- A PGAS-based Implementation for the Parallel Minimum Spanning Tree Algorithm
- Comparison of Di_erent Methods for Multiple Imputation by Chain Equation
- Monte Carlo Method for Estimating Eigenvalues Using Error Balancing
- Multi-Lingual Emotion Classification Using Convolutional Neural Networks
- On Parallel MLMC for Stationary Single Phase Flow Problem
- Numerical Parameter Estimates of Beta-uniform Mixture Models
- Large-Scale Computer Simulation of the Performance of the Generalized Nets Model of the LPF-algorithm
- Contributed Papers
- A New Error Estimate for a Primal-Dual Crank-Nicolson Mixed Finite Element Using Lowest Degree Raviart-Thomas Spaces for Parabolic Equations
- A Finite Volume Scheme for a Wave Equation with Several Time Independent Delays
- Recovering the Time-Dependent Volatility in Jump-Diffusion Models from Nonlocal Price Observations
- On the Solution of Contact Problems with Tresca Friction by the Semismooth* Newton Method
- Sensitivity Operator-Based Approach to the Interpretation ofHeterogeneous Air Quality Monitoring Data
- Using the Cauchy Criterion and the Standard Deviation to Evaluate the Sustainability of Climate Simulations
- Multidimensional Sensitivity Analysis of an Air Pollution Model Based on Modifications of the van der Corput Sequence
- Running an Atmospheric Chemistry Scheme from a Large Air Pollution Model by Using Advanced Versions of the Richardson Extrapolation
- Application of Metaheuristics to Large-Scale Problems
- New Clustering Techniques of Node Embeddings Based on Metaheuristic Optimization Algorithms
- A Comparison of Machine Learning Methods for Forecasting Dow Jones Stock Index
- Optimal Knockout Tournaments: Definition and Computation
- Risk Registry Platform for Optimizations in Cases of CBRN and Critical Infrastructure Attacks
- Influence of the ACO Evaporation Parameter for Unstructured Workforce Planning Problem
- Fitted Finite Volume Method for Unsaturated Flow Parabolic Problems with Space Degeneration
- Minimization of p-Laplacian via the Finite Element Method in MATLAB
- Quality Optimizationof Seismic-derived Surface Meshes of Geological Bodies