Mathematical and experimental studies in cellular decision making
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Abstract
The biological sciences are undergoing an epistemological revolution. Mathematical modeling, quantitative experiments and data analysis, machine learning and other methods of "big-data" modeling are slowly but surely changing the way the biological and biomedical sciences and engineering are being carried out. This thesis presents work that seeks to advance understanding of biological processes using mathematical modeling as well as experiments coupled with sophisticated quantitative analysis. The central theme of the research presented is cellular decision-making. A cellular decision is defined ...
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