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 …

Off-lattice protein structure prediction with homologous crossover

B Olson, K De Jong, A Shehu - … of the 15th annual conference on …, 2013 - dl.acm.org
Ab-initio structure prediction refers to the problem of using only knowledge of the sequence
of amino acids in a protein molecule to find spatial arrangements, or conformations, of the …

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 …

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 …

Enhancing fragment-based protein structure prediction by customising fragment cardinality according to local secondary structure

J Abbass, JC Nebel - BMC bioinformatics, 2020 - Springer
Background Whenever suitable template structures are not available, usage of fragment-
based protein structure prediction becomes the only practical alternative as pure ab initio …

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 …

A survey of computational treatments of biomolecules by robotics-inspired methods modeling equilibrium structure and dynamic

A Shehu, E Plaku - Journal of Artificial Intelligence Research, 2016 - jair.org
More than fifty years of research in molecular biology have demonstrated that the ability of
small and large molecules to interact with one another and propagate the cellular processes …

Transforming workflow models into automated end-to-end acceptance test cases

M Boucher, G Mussbacher - 2017 IEEE/ACM 9th International …, 2017 - ieeexplore.ieee.org
The User Requirements Notation is a standard published by the International
Telecommunication Union that contains two complementary notations for goal and …

Reduced fragment diversity for alpha and alpha-Beta protein structure prediction using Rosetta

J Abbass, JC Nebel - Protein and Peptide Letters, 2017 - ingentaconnect.com
Protein structure prediction is considered a main challenge in computational biology. The
biannual international competition, Critical Assessment of protein Structure Prediction …

Improving protein conformational sampling by using guiding projections

A Novinskaya, D Devaurs, M Moll… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Sampling-based motion planning algorithms from the field of robotics have been very
successful in exploring the conformational space of proteins. However, studying the …