2 papers
stat.ML2023
Differentiating Metropolis-Hastings to Optimize Intractable Densities
Gaurav Arya, Ruben Seyer, Frank Schäfer +7
We develop an algorithm for automatic differentiation of Metropolis-Hastings samplers, allowing us to differentiate through probabilistic inference, even if the model has discrete…
cond-mat.soft2004
Monte Carlo study of shear-induced alignment of cylindrical micelles in thin films
Gaurav Arya, Athanassios Z. Panagiotopoulos
The behavior of confined cylindrical micelle-forming surfactants under the influence of shear has been investigated using Monte Carlo simulations. The surfactants are modeled as co…