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Mathematical Methods in the
Life Sciences Applied Mathematics 41 |
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This course is designed to introduce students from a variety of life sciences backgrounds to some of the fundamental notions of mathematical modeling. This course presumes proficiency in Calculus, and some sophistication in science. We will focus primarily on differential equations (systems of ordinary and some partial) that model biological phenomena. In general, there will be an emphasis on understanding the qualitative behavior of systems rather than learning how to "solve" some special equations. We will also cover some discrete modeling, and, depending on the background and interests of the class, elementary biostatistics. Each new mathematical topic will be motivated by an article from a biological journal (typically Science or Nature) that features an application of that particular mathematical concept. In addition, there will be computer exercises designed
to illustrate technology’s power for both visualization and
number-crunching. Another key issue will be to determine when we can
rely on the computer results -- i.e. when does the computer
lie? |
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Modeling Differential Equations in Biology, by Cliff Taubes. You might also find useful: You may browse any of these books in my office during office hours. |
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A number of ideas for projects are available. |
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The Matlab homepage at Mathworks has documentation about all aspects of Matlab. You may find Getting Started helpful if you have never before used Matlab. |
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Homework, 25%: Assigned weekly and due weekly. Some
problems may not be graded. No late homework accepted without a doctor's
note. You may consult with classmates but be sure to do most of the work
yourself. Assignments will generally be due at the beginning of class on
Thursdays. Midterm Exam, 25%: To be given in class, provisionally
on Thursday Oct 17. Group Project, 20%: An opportunity to study in greater depth, and subsequently model, a biological system of interest to your group. This could be, for example, an extension whose base was either a relevant seminar or a discussion with a scientist on campus. We will have a poster session of your projects during a class period and you (as a group) will subsequently turn in a written report (including references and non-technical introduction). Further details will be given later. Final Exam, 30%: Provisionally given on last class day Thursday December 5. |