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Progress in Industrial Mathematics at ECMI 2021

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Cover of 'Progress in Industrial Mathematics at ECMI 2021'

Table of Contents

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    Book Overview
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    Chapter 1 Model Reduction for a Port-Hamiltonian Formulation of the Euler Equations
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    Chapter 2 ECMI Modelling Week: First Time in Russia and First Time Online
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    Chapter 3 Parameter Calibration with Consensus-Based Optimization for Interaction Dynamics Driven by Neural Networks
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    Chapter 4 Cancer Fingerprints by Topological Data Analysis
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    Chapter 5 Projected AQIF Parallel Algorithm for Solving EHL Line and Point Contact Problems: Parallel Computing
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    Chapter 6 Effectivity Analysis of Operator Splitting and the Average Method
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    Chapter 7 Numerical Solutions of Boundary Value Problems Using the Carleman Linearisation Method
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    Chapter 8 Immersed Boundary Models of Biofilm Spread
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    Chapter 9 Numerical Simulation of a Four Serotype Dengue Fever Model
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    Chapter 10 The Effect of the Number of Neural Networks on Deep Learning Schemes for Solving High Dimensional Nonlinear Backward Stochastic Differential Equations
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    Chapter 11 Qualitatively Correct Numerical Methods for the Basic Ross–Macdonald Malaria Model
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    Chapter 12 Dynamics of a Delayed Kaldor-Kalecki Model of Mutually Linked Economies
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    Chapter 13 Dynamic Iterations for Nonlinear Systems Applied in Population Dynamics
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    Chapter 14 Delay Differential Equations for Epidemic Models with Temporary Immunity
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    Chapter 15 Next-Gen Gas Network Simulation
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    Chapter 16 Parameter Estimation via Adjoint Functions in Epidemiological Reaction-Diffusion Models
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    Chapter 17 Graph-Based View of an Equilibrium Model for Nonwoven Tensile Strength Simulations
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    Chapter 18 Global-Scale or Fine-Scale Modelling? A Critical Look at Experimental Design
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    Chapter 19 An Isogeometric One-Dimensional Model for Developable Flexible Elastic Strips
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    Chapter 20 A Hybrid DEIM and Leverage Scores Based Method for CUR Index Selection
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    Chapter 21 Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy
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    Chapter 22 Regional Estimates of Reproduction Numbers with Application to COVID-19
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    Chapter 23 Complexity Reduction for Parametric High Dimensional Models in the Analysis of Financial Risk
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    Chapter 24 A Low-Rank Extended Kalman Filter for Gas Pipeline Networks
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    Chapter 25 An Analysis of Connectivity Between Dengue Cases and Climate Factors in Sri Lanka Based on Field Data
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    Chapter 26 Cellular Nonlinear Computing on the Edge of Chaos
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    Chapter 27 Efficient Yield Optimization with Limited Gradient Information
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    Chapter 28 Thermomechanical Modelling for Industrial Applications
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    Chapter 29 The Virtual PaintShop: Simulation of Oven Curing
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    Chapter 30 Parameter Identification and Forecast with a Biased Model
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    Chapter 31 Estimation of Time-Dependent Parameters in a Simple Compartment Model Using Covid-19 Data
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    Chapter 32 Comparison of Performances of Selected Forecasting Models: An Application to Dengue Data in Colombo, Sri Lanka
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    Chapter 33 Approaches for Going Beyond Linear Frequency Domain Powertrain Simulation
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    Chapter 34 Diffusion of Electron Density in Dye-Sensitized Solar Cells
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    Chapter 35 Modeling and Simulation of Inelastic Effects in Composite Cables
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    Chapter 36 High-Throughput Analysis of Potato Vitality
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    Chapter 37 Optimized Hydrodynamical Model for Charge Transport in Graphene
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    Chapter 38 On the Discretization of Diffusion Fluxes for a System of PDEs
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    Chapter 39 Dynamics of the N-fold Pendulum in the Framework of Lie Group Integrators
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    Chapter 40 Hydrodynamic Interaction Between a Row of Oblate Spheroids in a Steady Stream of Viscous Fluid
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    Chapter 41 Modelling and Computing the Total Value Adjustment for European Derivatives in a Multi-Currency Setting
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    Chapter 42 A Multi-Level Monte-Carlo with FEM for XVA in European Options
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    Chapter 43 Estimation of Cable Bundle Stiffness Based on Gaussian Process Regression
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    Chapter 44 Modeling and Simulation of Pedestrian Interaction with Moving Obstacles Using Particle Method
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    Chapter 45 An Anisotropic Interaction Model for Pedestrian Dynamics with Body Size
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    Chapter 46 Quantitative Characterization of Ductility for Fractographic Analysis
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    Chapter 47 Optimal Control to Facilitate the Development Process of Exoskeletons
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    Chapter 48 Vanadium Redox Flow Batteries: Asymptotics and Numerics
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    Chapter 49 Time-Adaptive High-Order Compact Finite Difference Schemes for Option Pricing in a Family of Stochastic Volatility Models
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    Chapter 50 Multirate DAE-Simulation and Its Application in System Simulation Software for the Development of HVAC Systems
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    Chapter 51 Mathematical Models for Electromagnetic Conditions in Submerged Arc Furnaces
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    Chapter 52 Contaminant Removal by Adsorption
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    Chapter 53 Vector Lattice Boltzmann Equations: From Magnetohydrodynamics to Active Matter
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    Chapter 54 A Deep Smoothness WENO Method with Applications in Option Pricing
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    Chapter 55 Proactive Dengue Management System Synergize by an Exponential Smoothing Model
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    Chapter 56 Multipatch ZIKV Model and Simulations
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    Chapter 57 Discrete Port-Hamiltonian Coupled Heat Transfer
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    Chapter 58 A Non-Reflecting Boundary Condition for Multispeed Lattice Boltzmann Methods
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    Chapter 59 Correlation Matrices Driven by Stochastic Isospectral Flows
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    Chapter 60 Investigation of Darwin Model with Two Types of Coulomb Gauge Condition in Frequency-Domain Electromagnetic Finite-Element Method
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    Chapter 61 Statistical and Machine Learning Methods for Automotive Spare Parts Demand Prediction
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    Chapter 62 The Parareal Algorithm and the Sparse Grid Combination Technique in the Application of the Heston Model
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    Chapter 63 A Higher-Order NSFD Method for a Simple Growth Model in the Chemostat
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    Chapter 64 Stability and Convergence of a Class of RKDG Methods for Maxwell’s Equations
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    Chapter 65 Safeguarding the Nation’s Digital Memory: Bayesian Network Modelling of Digital Preservation Risks
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    Chapter 66 Computational Methods for Market Making Algorithms
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    Chapter 67 Study of Self-Adjoint Singularly Perturbed BVP by Septic Hermite Collocation Method
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    Chapter 68 Data-Driven Approach for Systemic Risk: A Macroprudential Perspective
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    Chapter 69 Modelling Ozone Disinfection to Prevent Covid-19 Transmission
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Title
Progress in Industrial Mathematics at ECMI 2021
Published by
Springer International Publishing, November 2022
DOI 10.1007/978-3-031-11818-0
ISBNs
978-3-03-111817-3, 978-3-03-111818-0
Editors

Ehrhardt, Matthias, Günther, Michael

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