Large-Scale Scientific Computing: 12th International Conference, LSSC 2019, Sozopol, Bulgaria, June 1014, 2019, Revised Selected Papers 1st ed. 2020 [Mīkstie vāki]

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 PDEs.- 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.