MSTIS "Adaptive single replica multiple state transition interface sampling" (Du and Bolhuis, 2013)

Hierarchical uncoupling-coupling Monte Carlo

Fischer, Schütte, Deuflhard, Cordes, 2000

  • Use perturbed dynamics (e.g. high-temperature dynamics) to identify weakly metastable states
  • Explicitly decouple these states
  • Repeat at lower temperature until converged

Grid-free hierarchical conformational dynamics

see PhD thesis "Statistical error estimation and grid-free hierarchical refinement in conformational dynamics" - Susanna Röblitz (neé Kube), 2008

Metadynamics

Bias dynamics away from regions of dense historical sampling via a kernel density estimator trained on all visited states:

http://people.sissa.it/~laio/Research/Res_metadynamics.php


In [ ]: