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20172020
most citedFast fully-reproducible serial/parallel Monte Carlo and MCMC simulations and visualizations via ParaMonte::Python library

12 citations · 37 across the 5 of their papers we have counts for

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physics.data-an2020

MatDRAM: A pure-MATLAB Delayed-Rejection Adaptive Metropolis-Hastings Markov Chain Monte Carlo Sampler

Shashank Kumbhare, Amir Shahmoradi

Markov Chain Monte Carlo (MCMC) algorithms are widely used for stochastic optimization, sampling, and integration of mathematical objective functions, in particular, in the context…

physics.data-an2017★ 6 cited

Multilevel Bayesian Parameter Estimation in the Presence of Model Inadequacy and Data Uncertainty

Amir Shahmoradi

Model inadequacy and measurement uncertainty are two of the most confounding aspects of inference and prediction in quantitative sciences. The process of scientific inference (the…