Principles and overview of sampling methods for modeling macromolecular structure and dynamics

T Maximova, R Moffatt, B Ma, R Nussinov… - PLoS computational …, 2016 - journals.plos.org
Investigation of macromolecular structure and dynamics is fundamental to understanding
how macromolecules carry out their functions in the cell. Significant advances have been …

Basin hopping as a general and versatile optimization framework for the characterization of biological macromolecules

B Olson, I Hashmi, K Molloy… - Advances in Artificial …, 2012 - Wiley Online Library
Since its introduction, the basin hopping (BH) framework has proven useful for hard
nonlinear optimization problems with multiple variables and modalities. Applications span a …

Multi-objective stochastic search for sampling local minima in the protein energy surface

B Olson, A Shehu - Proceedings of the International Conference on …, 2013 - dl.acm.org
We present an evolutionary stochastic search algorithm to obtain a discrete representation
of the protein energy surface in terms of an ensemble of conformations representing local …

Probabilistic search and energy guidance for biased decoy sampling in ab initio protein structure prediction

K Molloy, S Saleh, A Shehu - IEEE/ACM transactions on …, 2013 - ieeexplore.ieee.org
Adequate sampling of the conformational space is a central challenge in ab initio protein
structure prediction. In the absence of a template structure, a conformational search …

Exploring the use of GPUs in constraint solving

F Campeotto, A Dal Palu, A Dovier, F Fioretto… - Practical Aspects of …, 2014 - Springer
This paper presents an experimental study aimed at assessing the feasibility of parallelizing
constraint propagation—with particular focus on arc-consistency—using Graphical …

Elucidating the ensemble of functionally-relevant transitions in protein systems with a robotics-inspired method

K Molloy, A Shehu - BMC Structural Biology, 2013 - Springer
Background Many proteins tune their biological function by transitioning between different
functional states, effectively acting as dynamic molecular machines. Detailed structural …

[图书][B] Ethical behavior, leadership, and decision making

E Emery Sr - 2016 - search.proquest.com
Ethical principles applied in organizations can broaden individual and corporate priorities
beyond profit and shareholder enrichment. Ethical factors may influence leaders to make …

Evolutionary-inspired probabilistic search for enhancing sampling of local minima in the protein energy surface

BS Olson, A Shehu - Proteome Science, 2012 - Springer
Background Despite computational challenges, elucidating conformations that a protein
system assumes under physiologic conditions for the purpose of biological activity is a …

From chaos to order: Chain-length dependence of the free energy of formation of meso-tetraalkylporphyrin self-assembled monolayer polymorphs

JR Reimers, D Panduwinata, J Visser… - The Journal of …, 2016 - ACS Publications
We demonstrate that systematic errors can be reduced and physical insight gained through
investigation of the dependence of free energies for meso-tetraalkylporphyrin self …

A population-based evolutionary search approach to the multiple minima problem in de novo protein structure prediction

S Saleh, B Olson, A Shehu - BMC structural biology, 2013 - Springer
Background Elucidating the native structure of a protein molecule from its sequence of
amino acids, a problem known as de novo structure prediction, is a long standing challenge …