The Past and Future of the Monte Carlo Method in Thermal Radiation Transfer

Author:

Howell John R.1,Daun Kyle J.2

Affiliation:

1. Ernest Cockrell, Jr., Memorial Chair Emeritus, The University of Texas at Austin, Austin, TX 78712

2. Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON N2L3G1, Canada

Abstract

Abstract Since its initial development as a specialty technique for modeling neutron transport in fissile materials almost 80 years ago, the Monte Carlo method has since been deployed in almost every area of science and engineering, including radiative transfer. This paper reviews the history and progress in Monte Carlo methods for simulating radiative energy transfer, with emphasis on advances over the past 25 years. A short historical review that emphasizes the probabilistic foundations of the method, is followed by discussions of recent extensions and applications, including variance reduction techniques, high fidelity simulations in complex media, and a discussion of unresolved issues. The article concludes with an outlook for the method as impacted by advancements in algorithm development as well as massively parallel and quantum computing.

Publisher

ASME International

Subject

Mechanical Engineering,Mechanics of Materials,Condensed Matter Physics,General Materials Science

Reference192 articles.

1. The Monte Carlo Method;J. Am. Stat. Assoc.,1949

2. Applications of Monte Carlo,1956

3. The Beginning of the Monte Carlo Method;Los Alamos Sci.,1987

4. The Calculation of Nonlinear Radiation Transport by a Monte Carlo Method: Statistical Physics;Methods Comp. Phys.,1963

5. An Implicit Monte Carlo Scheme for Calculating Time and Frequency Dependent Nonlinear Radiation Transport;J. Comp. Phys.,1971

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