An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)
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May 20, 2022 - Jupyter Notebook
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wang-landau-algorithm
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Wang-Landau Algorithm, with histogram saturation, 1/t algorithm, MPI-parallelism and adaptive energy sub-windows.
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Sep 16, 2022 - C++
In the Ising model, we find a playground for various concepts - Monte Carlo, statistics, critical phenomenon, machine learning, and more.
machine-learning monte-carlo ising-model principal-component-analysis maximum-likelihood wang-landau-algorithm phase-transitions
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Jan 13, 2025 - Jupyter Notebook
A Framework for Metropolis Monte Carlo Simulation of Molecular Systems http://mlund.github.io/faunus
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Mar 29, 2021 - C++
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