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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of GraphSearch.
This lecture introduces the enhanced sampling Wang-Landau Monte Carlo technique and its applications. It covers the motivation for enhanced sampling, the Monte Carlo approach, the Wang-Landau sampling scheme, and an example of the lumping algorithm. The challenges in predicting properties of amorphous solids and the potential energy landscape are discussed. The lecture also explains the Monte Carlo approach, the Metropolis scheme, and the Wang-Landau sampling scheme. It concludes with the lumping methodology and materials for further study.
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