{"product_id":"physical-models-of-living-systems-probability-simulation-dynamics-paperback","title":"Physical Models of Living Systems: Probability, Simulation, Dynamics - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003ePhilip Nelson\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAward-winning prof brings you from first-year classes to the frontiers of systems and synthetic biology, epidemic modeling, and imaging. \u003c\/strong\u003e\u003cem\u003ePhysical Models of Living Systems\u003c\/em\u003e is a university textbook that integrates those cutting-edge topics with classic results in statistical inference, control theory, biophysical chemistry and mechanobiology, immunology, and neuroscience, as well as guiding you to create your own stochastic simulations. Instead of offering a huge pile of facts, the discovery-style exposition frequently asks you to reflect on \"How could anything like that happen at all?\" and then shows how scientists have incrementally peeled back the layers of mystery surrounding these beautiful mechanisms. Working through this book will give you an appreciation for how science has advanced in the past, and the skills and frameworks needed to push forward in the future.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIntended for intermediate-level undergraduates in any science or engineering major, the only prerequisite for this course is first-year physics. Supplementary sections make the book also suitable as the basis of a graduate-level course. This low-cost second edition expands the first one with four new chapters as well as adding add many clarifications and updates. Dozens of exercises are included at all levels of complexity, many involving computer work. Throughout, the goal is for you to gain the fluency needed to derive every result for yourself. \u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAlong the way, you will acquire several research skills that are often not addressed in traditional courses: \u003c\/p\u003e\u003cp\u003eBasic modeling skills, including dimensional analysis, identification of variables, and ODE formulation;\u003c\/p\u003e\u003cp\u003eProbabilistic modeling skills, including stochastic simulation;\u003c\/p\u003e\u003cp\u003eData analysis methods, including maximum likelihood and Bayesian methods;\u003c\/p\u003e\u003cp\u003eComputer programming using a general-purpose platform like MATLAB or Python, with short codes written from scratch;\u003c\/p\u003e\u003cp\u003eDynamical systems, particularly feedback control, with phase portrait methods.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAll of these basic skills, which are relevant to nearly any field of science or engineering, are presented in the context of case studies from living systems, including: \u003c\/p\u003e\u003cp\u003eVirus dynamics;\u003c\/p\u003e\u003cp\u003eBacterial genetics and evolution of drug resistance;\u003c\/p\u003e\u003cp\u003eStatistical inference;\u003c\/p\u003e\u003cp\u003eSuperresolution microscopy and cryo-electron microscopy;\u003c\/p\u003e\u003cp\u003eStochastic simulation, for example of gene expression;\u003c\/p\u003e\u003cp\u003eSynthetic biology;\u003c\/p\u003e\u003cp\u003eEpidemic modeling;\u003c\/p\u003e\u003cp\u003eNaturally evolved cellular control circuits, including homeostasis, genetic switches, and the mitotic clock;\u003c\/p\u003e\u003cp\u003eExcitable media.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 492\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.99 x 10 x 8 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e November 14, 2021\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":44279131930726,"sku":"9781737540243","price":66.51,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0599\/7255\/0758\/files\/aXU3T211YkYxeUE2VldDa2dZUU4xQT09.webp?v=1766510890","url":"https:\/\/infinitylightwa.com\/products\/physical-models-of-living-systems-probability-simulation-dynamics-paperback","provider":"Infinity Light","version":"1.0","type":"link"}