Progress in Industrial Mathematics at ECMI 2021
portes grátis
Progress in Industrial Mathematics at ECMI 2021
Ehrhardt, Matthias; Guenther, Michael
Springer International Publishing AG
11/2022
541
Dura
Inglês
9783031118173
15 a 20 dias
1010
Descrição não disponível.
Foreword.- Preface.- Chapter 1. Model Reduction for a port-Hamiltonian Formulation of the Euler Equations.- Chapter 2. ECMI Modelling Week: First Time in Russia and First Time Online.- Chapter 3. Parameter Calibration with Consensus-Based Optimization for Interaction Dynamics Driven by Neural Networks.- Chapter 4. Cancer Fingerprints by Topological Data Analysis.- Chapter 5. Projected AQIF Parallel Algorithm for Solving EHL Line Contact Problems: Parallel Computing.- Chapter 6. Effectivity Analysis of Operator Splitting and the Average Method.- Chapter 7. Application of the Carleman Linearisation to Two-Point Boundary Value Problems.- Chapter 8. Immersed Boundary Models of Biofilm Spread.- Chapter 9. Numerical Simulation of a Four Serotype Dengue Fever Model.- Chapter 10. The Effect of the Number of Neural Networks on Deep Learning Schemes for Solving High Dimensional Nonlinear Backward Stochastic Differential Equations.- Chapter 11. Qualitatively Correct Numerical Methods for the Basic Ross-Macdonald Malaria Model.- Chapter 12. Dynamics of a Delayed Kaldor-Kalecki Model of Mutually Linked Economies.- Chapter 13. Dynamic Iterations for Nonlinear Systems Applied in Population Dynamics.- Chapter 14. Delay Differential Equations for Epidemic Models with Temporary Immunity.- Chapter 15. Next-Gen Gas Network Simulation.- Chapter 16. Parameter Estimation via Adjoint Functions in Epidemiological Reaction-Diffusion Models.- Chapter 17. Graph-based View of an Equilibrium Model for Nonwoven Tensile Strength Simulations.- Chapter 18. Global-Scale or Fine-Scale Modelling? A Critical Look at Experimental Design.- Chapter 19. An Isogeometric One-Dimensional Model for Developable Flexible Elastic Strips.- Chapter 20. A Hybrid DEIM and Leverage Scores Based Method for CUR Index Selection.- Chapter 21. Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy.- Chapter 22. Regional Estimates of Reproduction Numbers with Applicationto COVID-19.- Chapter 23. Complexity Reduction for Parametric High Dimensional Models in the Analysis of Financial Risk.- Chapter 24. A Low-Rank Extended Kalman Filter for Gas Pipeline Networks.- Chapter 25. An Analysis of Connectivity between Dengue Cases and Climate Factors in Sri Lanka Based on Field Data.- Chapter 26. Cellular Nonlinear Computing on the Edge of Chaos.- Chapter 27. Efficient Yield Optimization with Limited Gradient Information.- Chapter 28. Thermomechanical Modelling for Industrial Applications.- Chapter 29. The Virtual PaintShop - Simulation of Oven Curing.- Chapter 30. Parameter Identification and Forecast with a Biased Model.- Chapter 31. Estimation of Time-Dependent Parameters in a Simple Compartment Model using Covid-19 Data.- Chapter 32. Comparison of Performances of Selected Forecasting Models: An Application to Dengue Data in Colombo, Sri Lanka.- Chapter 33. Approaches for Going Beyond Linear Frequency Domain Powertrain Simulation.- Chapter 34. Diffusion ofElectron Density in Dye-Sensitized Solar Cells.- Chapter 35. Modeling and Simulation of Inelastic Effects in Composite Cables.- Chapter 36. High-Throughput Analysis of Potato Vitality.- Chapter 37. Optimized Hydrodynamical Model for Charge Transport in Graphene.- Chapter 38. On the Discretization of Diffusion Fluxes for a System of PDEs.- Chapter 39. Dynamics of the N-fold Pendulum in the Framework of Lie Group Integrators.- Chapter 40. Hydrodynamic Interaction between a Row of Oblate Spheroids in a Steady stream of Viscous Fluid.- Chapter 41. Modelling and Computing the Total Value Adjustment for European Derivatives in a Multi-Currency Setting.- Chapter 42. A Multi-Level Monte-Carlo with FEM for XVA in European Options.- Chapter 43. Estimation of Cable Bundle Stiffness based on Gaussian Process Regression.- Chapter 44. Modeling and Simulation of Pedestrian Interaction with Moving Obstacles using Particle Method.- Chapter 45. An Anisotropic Interaction Model for Pedestrian Dynamics with Body Size.- Chapter 46. Quantitative Characterization of Ductility for Fractographic Analysis.- Chapter 47. Optimal Control to Facilitate the Development Process of Exoskeletons.- Chapter 48. Vanadium Redox Flow Batteries: Asymptotics and Numerics.- Chapter 49. Time-Adaptive High-Order Compact Finite Difference Schemes for Option Pricing in a Family of Stochastic Volatility Models.- Chapter 50. Multirate DAE-Simulation and its Application in System Simulation Software for the Development of HVAC Systems.- Chapter 51. Mathematical Models for Electromagnetic Conditions in Submerged Arc Furnaces.- Chapter 52. Contaminant Removal by Adsorption.- Chapter 53. Vector Lattice Boltzmann Equations: From Magnetohydrodynamics to Active Matter.- Chapter 54. A Deep Smoothness WENO Method with Applications in Option Pricing.- Chapter 55. Proactive Dengue Management System Synergize by an Exponential Smoothing Model.- Chapter 56. Multipatch ZIKV Model and Simulations.- Chapter 57. Discrete port-Hamiltonian Coupled Heat Transfer.- Chapter 58. A Non-Reflecting Boundary Condition for Multispeed Lattice Boltzmann Methods.- Chapter 59. Correlation Matrices driven by Stochastic Isospectral Flows.- Chapter 60. Investigation of Darwin Model with Two Types of Coulomb Gauge Condition in Frequency- Domain Electromagnetic Finite-Element Method.- Chapter 61. Statistical and Machine Learning Methods for Automotive Spare Parts Demand Prediction.- Chapter 62. The Parareal Algorithm and the Sparse Grid Combination Technique in the Application of the Heston Model.- Chapter 63. A Higher-Order NSFD Method for a Simple Growth Model in the Chemostat.- Chapter 64. Stability and Convergence of a Class of RKDG Methods for Maxwell's Equations.- Chapter 65. Safeguarding the Nation's Digital Memory: Bayesian Network Modelling of Digital Preservation Risks.- Chapter 66. Computational Methods for Market Making Algorithms.- Chapter 67. Study of Self-Adjoint Singularly Perturbed BVP by Septic HermiteCollocation Method.- Chapter 68. Data-Driven Approach for Systemic Risk: A Macroprudential Perspective.- Chapter 69. Modelling Ozone Disinfection to Prevent Covid-19 Transmission.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
applied mathematics;industrial mathematics;mathematical modeling;numerical analysis;numerical methods;fluid dynamics;biomathematics;image processing;social science modeling;cooperative dynamics;mathematical analysis;PDE;partial differential equations;variational methods;machine learning;continuous optimization;data science;information theory;network geometry;network topology
Foreword.- Preface.- Chapter 1. Model Reduction for a port-Hamiltonian Formulation of the Euler Equations.- Chapter 2. ECMI Modelling Week: First Time in Russia and First Time Online.- Chapter 3. Parameter Calibration with Consensus-Based Optimization for Interaction Dynamics Driven by Neural Networks.- Chapter 4. Cancer Fingerprints by Topological Data Analysis.- Chapter 5. Projected AQIF Parallel Algorithm for Solving EHL Line Contact Problems: Parallel Computing.- Chapter 6. Effectivity Analysis of Operator Splitting and the Average Method.- Chapter 7. Application of the Carleman Linearisation to Two-Point Boundary Value Problems.- Chapter 8. Immersed Boundary Models of Biofilm Spread.- Chapter 9. Numerical Simulation of a Four Serotype Dengue Fever Model.- Chapter 10. The Effect of the Number of Neural Networks on Deep Learning Schemes for Solving High Dimensional Nonlinear Backward Stochastic Differential Equations.- Chapter 11. Qualitatively Correct Numerical Methods for the Basic Ross-Macdonald Malaria Model.- Chapter 12. Dynamics of a Delayed Kaldor-Kalecki Model of Mutually Linked Economies.- Chapter 13. Dynamic Iterations for Nonlinear Systems Applied in Population Dynamics.- Chapter 14. Delay Differential Equations for Epidemic Models with Temporary Immunity.- Chapter 15. Next-Gen Gas Network Simulation.- Chapter 16. Parameter Estimation via Adjoint Functions in Epidemiological Reaction-Diffusion Models.- Chapter 17. Graph-based View of an Equilibrium Model for Nonwoven Tensile Strength Simulations.- Chapter 18. Global-Scale or Fine-Scale Modelling? A Critical Look at Experimental Design.- Chapter 19. An Isogeometric One-Dimensional Model for Developable Flexible Elastic Strips.- Chapter 20. A Hybrid DEIM and Leverage Scores Based Method for CUR Index Selection.- Chapter 21. Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy.- Chapter 22. Regional Estimates of Reproduction Numbers with Applicationto COVID-19.- Chapter 23. Complexity Reduction for Parametric High Dimensional Models in the Analysis of Financial Risk.- Chapter 24. A Low-Rank Extended Kalman Filter for Gas Pipeline Networks.- Chapter 25. An Analysis of Connectivity between Dengue Cases and Climate Factors in Sri Lanka Based on Field Data.- Chapter 26. Cellular Nonlinear Computing on the Edge of Chaos.- Chapter 27. Efficient Yield Optimization with Limited Gradient Information.- Chapter 28. Thermomechanical Modelling for Industrial Applications.- Chapter 29. The Virtual PaintShop - Simulation of Oven Curing.- Chapter 30. Parameter Identification and Forecast with a Biased Model.- Chapter 31. Estimation of Time-Dependent Parameters in a Simple Compartment Model using Covid-19 Data.- Chapter 32. Comparison of Performances of Selected Forecasting Models: An Application to Dengue Data in Colombo, Sri Lanka.- Chapter 33. Approaches for Going Beyond Linear Frequency Domain Powertrain Simulation.- Chapter 34. Diffusion ofElectron Density in Dye-Sensitized Solar Cells.- Chapter 35. Modeling and Simulation of Inelastic Effects in Composite Cables.- Chapter 36. High-Throughput Analysis of Potato Vitality.- Chapter 37. Optimized Hydrodynamical Model for Charge Transport in Graphene.- Chapter 38. On the Discretization of Diffusion Fluxes for a System of PDEs.- Chapter 39. Dynamics of the N-fold Pendulum in the Framework of Lie Group Integrators.- Chapter 40. Hydrodynamic Interaction between a Row of Oblate Spheroids in a Steady stream of Viscous Fluid.- Chapter 41. Modelling and Computing the Total Value Adjustment for European Derivatives in a Multi-Currency Setting.- Chapter 42. A Multi-Level Monte-Carlo with FEM for XVA in European Options.- Chapter 43. Estimation of Cable Bundle Stiffness based on Gaussian Process Regression.- Chapter 44. Modeling and Simulation of Pedestrian Interaction with Moving Obstacles using Particle Method.- Chapter 45. An Anisotropic Interaction Model for Pedestrian Dynamics with Body Size.- Chapter 46. Quantitative Characterization of Ductility for Fractographic Analysis.- Chapter 47. Optimal Control to Facilitate the Development Process of Exoskeletons.- Chapter 48. Vanadium Redox Flow Batteries: Asymptotics and Numerics.- Chapter 49. Time-Adaptive High-Order Compact Finite Difference Schemes for Option Pricing in a Family of Stochastic Volatility Models.- Chapter 50. Multirate DAE-Simulation and its Application in System Simulation Software for the Development of HVAC Systems.- Chapter 51. Mathematical Models for Electromagnetic Conditions in Submerged Arc Furnaces.- Chapter 52. Contaminant Removal by Adsorption.- Chapter 53. Vector Lattice Boltzmann Equations: From Magnetohydrodynamics to Active Matter.- Chapter 54. A Deep Smoothness WENO Method with Applications in Option Pricing.- Chapter 55. Proactive Dengue Management System Synergize by an Exponential Smoothing Model.- Chapter 56. Multipatch ZIKV Model and Simulations.- Chapter 57. Discrete port-Hamiltonian Coupled Heat Transfer.- Chapter 58. A Non-Reflecting Boundary Condition for Multispeed Lattice Boltzmann Methods.- Chapter 59. Correlation Matrices driven by Stochastic Isospectral Flows.- Chapter 60. Investigation of Darwin Model with Two Types of Coulomb Gauge Condition in Frequency- Domain Electromagnetic Finite-Element Method.- Chapter 61. Statistical and Machine Learning Methods for Automotive Spare Parts Demand Prediction.- Chapter 62. The Parareal Algorithm and the Sparse Grid Combination Technique in the Application of the Heston Model.- Chapter 63. A Higher-Order NSFD Method for a Simple Growth Model in the Chemostat.- Chapter 64. Stability and Convergence of a Class of RKDG Methods for Maxwell's Equations.- Chapter 65. Safeguarding the Nation's Digital Memory: Bayesian Network Modelling of Digital Preservation Risks.- Chapter 66. Computational Methods for Market Making Algorithms.- Chapter 67. Study of Self-Adjoint Singularly Perturbed BVP by Septic HermiteCollocation Method.- Chapter 68. Data-Driven Approach for Systemic Risk: A Macroprudential Perspective.- Chapter 69. Modelling Ozone Disinfection to Prevent Covid-19 Transmission.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
applied mathematics;industrial mathematics;mathematical modeling;numerical analysis;numerical methods;fluid dynamics;biomathematics;image processing;social science modeling;cooperative dynamics;mathematical analysis;PDE;partial differential equations;variational methods;machine learning;continuous optimization;data science;information theory;network geometry;network topology
