Computational biology
Computational biology is an interdisciplinary field that applies the techniques of computer science , applied mathematics , and statistics to address problems inspired by biology . Major fields in biology that use computational techniques include:
Bioinformatics , which applies algorithms and statistical techniques to biological datasets that typically consist of large numbers of DNA , RNA , or protein sequences. Examples of specific techniques include sequence alignment , which is used for both sequence database searching and for comparison of homologous sequences; gene finding ; and prediction of gene expression . (The term computational biology is sometimes used as a synonym for bioinformatics.)
Computational biomodeling , a field within biocybernetics concerned with building computational models of biological systems.
Computational genomics , a field within genomics which studies the genomes of cells and organisms by high-throughput genome sequencing that requires extensive post-processing known as genome assembly , and which uses DNA microarray technologies to perform statistical analyses on the genes expressed in individual cell types.
Molecular modeling , a field dealing with theoretical methods and computational techniques to model or mimic the behaviour of molecules , ranging from descriptions of a molecule of few atoms, to small chemical systems, to large biological molecules and material assemblies.
Systems biology , which aims to model large-scale biological interaction networks (also known as the interactome ), often using differential equations .
Protein structure prediction and structural genomics , which attempt to systematically produce accurate structural models for three-dimensional protein structures that have not been solved experimentally.
Computational biochemistry and biophysics , which make extensive use of structural modeling and simulation methods such as molecular dynamics and Monte Carlo method -inspired Boltzmann sampling methods in an attempt to elucidate the kinetics and thermodynamics of protein functions.
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