Enhanced sampling methods for molecular dynamics simulations
Enhanced sampling algorithms have emerged as powerful methods to extend the utility of
molecular dynamics simulations and allow the sampling of larger portions of the …
molecular dynamics simulations and allow the sampling of larger portions of the …
Markov state models: From an art to a science
Markov state models (MSMs) are a powerful framework for analyzing dynamical systems,
such as molecular dynamics (MD) simulations, that have gained widespread use over the …
such as molecular dynamics (MD) simulations, that have gained widespread use over the …
Markov state models to study the functional dynamics of proteins in the wake of machine learning
Markov state models (MSMs) based on molecular dynamics (MD) simulations are routinely
employed to study protein folding, however, their application to functional conformational …
employed to study protein folding, however, their application to functional conformational …
Constructing Markov State Models to elucidate the functional conformational changes of complex biomolecules
The function of complex biomolecular machines relies heavily on their conformational
changes. Investigating these functional conformational changes is therefore essential for …
changes. Investigating these functional conformational changes is therefore essential for …
FAST conformational searches by balancing exploration/exploitation trade-offs
MI Zimmerman, GR Bowman - Journal of chemical theory and …, 2015 - ACS Publications
Molecular dynamics simulations are a powerful means of understanding conformational
changes. However, it is still difficult to simulate biologically relevant time scales without the …
changes. However, it is still difficult to simulate biologically relevant time scales without the …
[HTML][HTML] Bridging microscopic and macroscopic mechanisms of p53-MDM2 binding with kinetic network models
Under normal cellular conditions, the tumor suppressor protein p53 is kept at low levels in
part due to ubiquitination by MDM2, a process initiated by binding of MDM2 to the …
part due to ubiquitination by MDM2, a process initiated by binding of MDM2 to the …
Choice of adaptive sampling strategy impacts state discovery, transition probabilities, and the apparent mechanism of conformational changes
Interest in atomically detailed simulations has grown significantly with recent advances in
computational hardware and Markov state modeling (MSM) methods, yet outstanding …
computational hardware and Markov state modeling (MSM) methods, yet outstanding …
[HTML][HTML] Adaptive Markov state model estimation using short reseeding trajectories
In the last decade, advances in molecular dynamics (MD) and Markov State Model (MSM)
methodologies have made possible accurate and efficient estimation of kinetic rates and …
methodologies have made possible accurate and efficient estimation of kinetic rates and …
ENCORE: software for quantitative ensemble comparison
There is increasing evidence that protein dynamics and conformational changes can play an
important role in modulating biological function. As a result, experimental and computational …
important role in modulating biological function. As a result, experimental and computational …
Markov state model approach to simulate self-assembly
A Trubiano, MF Hagan - Physical Review X, 2024 - APS
Computational modeling of assembly is challenging for many systems, because their
timescales can vastly exceed those accessible to simulations. This article describes the …
timescales can vastly exceed those accessible to simulations. This article describes the …