Computational Methods in Transport: Verification and Validation

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Graziani, Frank (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Lecture Notes in Computational Science and Engineering, 62
• Θέματα: Physics.; Computers.; Computer mathematics.; Astrophysics.; Applied mathematics.; Engineering mathematics.; Physics, general.; Theory of Computation.; Computational Science and Engineering.; Theoretical, Mathematical and Computational Physics.; Astrophysics and Astroparticles.; Appl.Mathematics/Computational Methods of Engineering.

 The focus of this book deals with a cross cutting issue affecting all particle transport algorithms and applications; verification and validation (V&V). In other words, are the equations being solved correctly and are the correct equations being solved? Verification and validation assures a scientist, engineer or mathematician that a simulation code is a mirror of reality and not just an expensive computer game. In this book, we will learn what the astrophysicist, atmospheric scientist, mathematician or nuclear engineer do to assess the accuracy of their code. What convergence studies, what error analysis, what problems do each field use to benchmark and ascertain the accuracy of their transport simulations. Is there a need for new benchmark problems? Are there experiments that can be used to help validate the simulation results? If not, are there new experiments that could address these issues? These are all questions raised in this proceedings of the Second Computational Methods in Transport Workshop. 

 Verification (Mostly) for High Energy Density Radiation Transport: Five Case Studies -- A General Strategy for Physics-Based Model Validation Illustrated with Earthquake Phenomenology, Atmospheric Radiative Transfer, and Computational Fluid Dynamics -- Spectral Solvers to Non-Conservative Transport for Non-Linear Interactive Systems of Boltzmann Type -- The Art of Analytical Benchmarking -- Implicit Monte Carlo Radiation Transport Simulations of Four Test Problems -- The Prompt Spectrum of a Radiating Sphere: Benchmark Solutions for Diffusion and Transport -- Some Verification Problems with Possible Transport Applications -- Canopy Reflectance Model Benchmarking: RAMI and the ROMC -- Uncertainty and Sensitivity Analysis for Models of Complex Systems -- A Brief Overview of the State-of-the-Practice and Current Challenges of Solution Verification -- Expert Panel Opinion and Global Sensitivity Analysis for Composite Indicators -- A Practical Global Sensitivity Analysis Methodology for Multi-Physics Applications.