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What is Monte Carlo Algorithm

Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering
It is a randomized algorithm which uses a degree of randomness as part of its logic to run under certain time until one of the runs produces an output that can be verified to be correct.
Published in Chapter:
Molecular Dynamics Simulation of Asphaltic Material: Molecular Dynamics Simulations of Oxidative Aging of Asphalt Molecules under Stress and Moisture
Rafiqul A. Tarefder (University of New Mexico, USA), Jielin Pan (University of New Mexico, USA), and Mohammad I. Hossain (Bradley University, USA)
DOI: 10.4018/978-1-4666-9479-8.ch013
Abstract
An attempt is made to understand the chemical composition, oxidation mechanisms, and property changes of asphalt binders before and after oxidative aging using molecular dynamics (MD) simulations. Unoxidized and oxidized asphalts are subjected to different compressive and tensile stress rates, and moisture contents at room temperature. Results show that density, energy, and viscosity of the oxidized asphalt are higher than the unoxidized asphalt, indicating hardening and rheological property changes of asphalt after oxidation. Both the unoxidized and oxidized asphalts deform more and fail faster with an increase in stress rates, especially under tensile stress. The oxidized asphalt is stronger than the unoxidized asphalt under mechanical stress. Moisture inclusion affects viscosity more by decreasing the viscosity of the oxidized asphalt faster compared to the unoxidized asphalt. The viscosity of the oxidized asphalt is lower than that of the unoxidized asphalt above 5% moisture inclusion. This indicates that oxidized asphalt pavement might be exposed to more moisture-induced damage.
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