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WABI
2007
Springer
14 years 3 months ago
Predicting Protein Folding Kinetics Via Temporal Logic Model Checking
Christopher James Langmead⋆ and Sumit Kumar Jha Department of Computer Science, Carnegie Mellon University We present a novel approach for predicting protein folding kinetics us...
Christopher James Langmead, Sumit Kumar Jha
BMCBI
2007
216views more  BMCBI 2007»
13 years 9 months ago
A replica exchange Monte Carlo algorithm for protein folding in the HP model
Background: The ab initio protein folding problem consists of predicting protein tertiary structure from a given amino acid sequence by minimizing an energy function; it is one of...
Chris Thachuk, Alena Shmygelska, Holger H. Hoos
BICOB
2010
Springer
14 years 1 months ago
Folding-aware and Structure-conscious 3D Substructures in Folding Data: Identification and Applications
Molecular dynamics simulations have been employed by biologists to study the protein folding problem. Such simulations have resulted in a large number of protein folding trajector...
Hui Yang, Saurabh Gupte, Runtang Wang, Rahul Parte
BIBE
2003
IEEE
124views Bioinformatics» more  BIBE 2003»
14 years 2 months ago
Prediction of Contact Maps Using Support Vector Machines
Contact map prediction is of great interest for its application in fold recognition and protein 3D structure determination. In this paper we present a contact-map prediction algor...
Ying Zhao, George Karypis
BMCBI
2008
138views more  BMCBI 2008»
13 years 9 months ago
Using neural networks and evolutionary information in decoy discrimination for protein tertiary structure prediction
Background: We present a novel method of protein fold decoy discrimination using machine learning, more specifically using neural networks. Here, decoy discrimination is represent...
Ching-Wai Tan, David T. Jones