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A variety of topics are reviewed in the area of mathematical and computational modeling in biology, covering the range of scales from populations of organisms to electrons in atoms. The use of maximum entropy as an inference tool in the fields of biology and drug discovery is discussed. Mathematical and computational methods and models in the areas of epidemiology, cell physiology and cancer are surveyed. The technique of molecular dynamics is covered, with special attention to force fields fordoi:10.1186/1742-4682-11-52 pmid:25542608 pmcid:PMC4396153 fatcat:aq4cuo4sebhijl2hddggtixssm