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Book Cover
E-book
Author Topping, David L

Title Introduction to Aerosol Modelling From Theory to Code
Published Newark : John Wiley & Sons, Incorporated, 2022

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Description 1 online resource (365 p.)
Contents Intro -- Introduction to Aerosol Modelling -- Contents -- Contributors -- Preface -- Acknowledgments -- About the Companion Website -- 1 Introduction and the Purpose of this Book -- 1.1 Aerosol Science and Chapter Synopses -- 1.2 Computers and Programming Languages -- 1.3 Representing Aerosol Particles as Model Frameworks -- 1.3.1 Size Distributions -- 1.3.2 The Sectional Distribution -- 1.3.3 The Modal Distribution -- 1.4 Code Availability -- Bibliography -- 2 Gas-to-particle Partitioning -- 2.1 Adsorption -- 2.2 Equilibrium Absorptive Partitioning
2.3 Knudsen Regimes and the Kelvin Effect -- 2.4 Kinetic Absorptive Partitioning: The Droplet Growth Equation -- 2.4.1 Solving the Droplet Growth Equation: A Sectional Approach -- 2.5 Cloud Condensation Nuclei Activation -- 2.5.1 Köhler Theory -- 2.5.2 Hygroscopic Growth Factors and Kappa Köhler Theory -- Bibliography -- 3 Thermodynamics, Nonideal Mixing, and Phase Separation -- 3.1 Thermodynamics and Nonideal Mixing -- 3.1.1 Chemical Thermodynamics -- 3.2 Activity Coefficient Model -- 3.3 BAT Model Implementation -- 3.3.1 Example 1: Calculation of Binary Mixture Activities Using the BAT Model
3.4 Phase Separation -- 3.4.1 Example 2: Detection and Computation of LLPS in a Binary System -- 3.5 Multicomponent Aerosol Thermodynamics Models -- 3.6 Activity and LLE Computations with the AIOMFAC Model -- 3.6.1 Customizing and Running AIOMFAC-LLE -- Bibliography -- 4 Chemical Mechanisms and Pure Component Properties -- 4.1 Chemical Mechanisms -- 4.1.1 Gas Phase Only Model -- 4.1.2 Coupling the Gaseous and Condensed Phase Using a Fully Moving Sectional Approach -- 4.1.3 An Example Using the Sectional Model Generator JlBox -- 4.1.4 Modal Model for Condensational Growth
4.2 Chemical Identifiers and Parsing Structures -- 4.3 Coding Property Prediction Techniques -- 4.3.1 Group Contribution Methods -- 4.3.2 Vapor Pressure Prediction Methods -- 4.3.3 Example: Adding the SIMPOL Method to UManSysProp -- 4.4 Subcooled Liquid Density -- Bibliography -- 5 Coagulation -- 5.1 Coagulation Probabilities and Rates -- 5.2 Stochastic Coagulation with Discrete Particle Masses -- 5.2.1 Gillespie's Basic Algorithm for Discrete Number Concentrations -- 5.2.2 First Speedup: Binning Particles -- 5.2.3 Second Speedup: Discretize Time and Use Tau-leaping
5.2.4 Third Speedup: Large-number-limit Using Continuous Number Concentration -- 5.3 Coagulation with Continuous Particle Masses -- 5.3.1 Particle-resolved Approach for Coagulation -- 5.3.2 Sectional Approach for Coagulation -- 5.3.3 Modal Approach for Coagulation -- 5.4 Advanced Coagulation Topics -- 5.4.1 Coagulation for a Multi-dimensional Composition Space -- 5.4.2 Other Considerations -- 5.5 Introduction to Particle-resolved Monte Carlo (PartMC) -- 5.5.1 PartMC Input (.dat) Files Preparation -- 5.5.2 Spec File Preparation -- 5.5.3 PartMC Execution and Postprocessing -- Bibliography
Notes Description based upon print version of record
6 Nucleation: Formation of New Particles from Gases by Molecular Clustering
Form Electronic book
Author Bane, Michael
ISBN 9781119625667
1119625661