Welcome to a new approach to computational problems in the life sciences this subject is not an encyclopedic summary of contemporary methods in systems biology and genomics rather we will explore both conventional and deep learning approaches to key problems in the life sciences comparing and contrasting their power and limits. Computational and theoretical considerations for the extension of systems biology into the spatiotemporal realm will be discussed both limitations and extensions of current approaches within the research community will be investigated along with the approach taken by our group in a newly developed software package cellsim
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