Here we investigate an adapted version of the paralleltempering method as an efficient parallel stochastic optimization method for protein structure prediction.
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Conclusions: Our study reveals that for known noise variance, our proposed method based on GPs and paralleltempering achieves overall the best performance.
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Paralleltempering or replica-exchange molecular dynamics (REMD) significantly increases the efficiency of conformational sampling for complex molecular systems.