Boltzmann machine with parallel persistent MCMC learns fields and couplings from MSAs by adjusting regularization to protein conformation conditions.
Protein 3D structure computed from evolutionary sequence variation
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Boltzmann Machine Learning with a Parallel, Persistent Markov chain Monte Carlo method for Estimating Evolutionary Fields and Couplings from a Protein Multiple Sequence Alignment
Boltzmann machine with parallel persistent MCMC learns fields and couplings from MSAs by adjusting regularization to protein conformation conditions.