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authorbnewbold <bnewbold@eta.mit.edu>2009-01-16 18:59:40 -0500
committerbnewbold <bnewbold@eta.mit.edu>2009-01-16 18:59:40 -0500
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+<html>
+<head><title>SICM Material Fall 2008</title></head>
+<body style="margin: 25px; font-family: helvetica;">
+<h1 style="border-bottom: 2px solid;">Functional Relativity, Symbolic Geometry, et al</h1>
+<i>Bryan Newbold, <a href="mailto:bnewbold@mit.edu">bnewbold@mit.edu</a></i><br />
+<i><a href="http://web.mit.edu/bnewbold/Public/sicm-fall08.html">
+http://web.mit.edu/bnewbold/Public/sicm-fall08.html</a></i>
+
+<h2>Informal Background</h2>
+For the fall of 2008 I'm very interested in investigating gravitation and
+other physical theories using functional programming techniques. I find that
+formalizing physical systems into a computer model is the best way to solidify
+my understanding of the system; using functional languages and techniques
+makes the conceptual wall between mathematical abstraction and programming
+implementation much lower; the result is a more reusable and general model
+well suited for experimentation and exploration.
+<br /> <br />
+I am planning on getting my undergraduate physics degree in spring 2009, for
+which I will need a thesis. I am hoping to develop skills and tools this fall
+with which to accomplish Real Live Science over IAP and in the early spring.
+<br /><br />
+The stimulus for this course of study was the class
+<a href="http://www-swiss.ai.mit.edu/~gjs/6946/index.html">Classical
+Mechanics: A Computational Approach</a> taught by G. Sussman and J. Wisdom
+at <a href="http://web.mit.edu">MIT</a>. I had trouble with the later sections
+of the book/course and am hoping that now with an eta of math under my belt I
+can chip away at it.
+
+<h2>Potential Fall Projects</h2>
+
+<b>Integration of mit-scheme and scmutils into Sage</b>
+<span style="font-weight:bold; color:#00CC00;">(yes)</span>
+<br />The <a href="http://sagemath.org">Sage math system</a> is an open-source
+alternative to Mathematica, Maple, etc. It provides an easy to learn html
+notebook interface (as well as command line) and is bundled with a plethora
+of high performance libraries (like PARI, GMP, MAXIMA, SINGULAR, see this
+<a href="http://www.sagemath.org/packages/standard/">list</a>). <br />
+A number of other packages (including common lisp) already have interfaces
+based around a fake TTY device; this should be easy with mit-scheme. Or a more
+complete object-style interface could be implemented. There is documentation
+for writing interfaces <a href="http://www.sagemath.org/doc/prog/prog.html">
+here</a> and <a href="http://www.sagemath.org/doc/ref/node95.html">here</a>
+<br />
+There is a public demo server at <a href="http://sagenb.org">sagenb.org</a>,
+but it's usually slow. Try this
+<a href="https://sage.math.washington.edu:8102/">server</a> instead (user:
+ableseaman, password: bottlerum, if you don't want to fill out the form).
+Sage has been used in math classes at MIT already; Tim Abbot is working
+on "debianizing" the whole system, after which it should be on Athena.
+<br /><br />
+
+<b>Exploration of "higher order dynamics"</b>
+<span style="font-weight:bold; color:orange;">(possible)</span>
+<br />
+I'd like to play with systems involving "higher order dynamics", aka {jerk,
+yank, <a href="http://sprott.physics.wisc.edu/pubs/paper229.pdf">snap, crackle, pop</a>}. These dynamics have become interesting to cosmologists?
+<br />See arxiv <a href="http://arxiv.org/abs/gr-qc/0309109">one</a>, <a href="http://arxiv.org/abs/astro-ph/0408279">two</a>, other chaotic <a href="http://sprott.physics.wisc.edu/pubs/paper229.pdf">pdf</a>.
+<br /><br />
+
+<b>General Relativity Simulations: compact bodies, inspirals, precession</b>
+<span style="font-weight:bold; color:orange;">(possible)</span>
+<br />Should talk with <a href="http://gravity.psu.edu/people/LSF/">Lee Finn
+</a>@penn, <a href="http://mit.edu/pranesh/www/">pranesh</a>@mit? Go to
+<a href="http://space.mit.edu/journalclub/index.html">mki journal club</a>.
+<br /> <br />
+
+<b>Modified Newtonian Dynamics</b>
+<span style="font-weight:bold; color:orange;">(possible)</span>
+<br /><a href="http://en.wikipedia.org/wiki/Modified_Newtonian_dynamics">MOND</a>
+was originally proposed to explain the galactic rotation curve
+problem; it has been extended as a relativistic field theory as
+<a href="http://en.wikipedia.org/wiki/Tensor-vector-scalar_gravity">TeVeS</a>
+(Tensor-vector-scalar gravity, described in 2004).
+<br />
+I think it would be interesting to implement and play with MOND or other
+alternative gravitational theories in a symbolic computation framework.
+Assumptions could be checked quickly and easily (eg, behaves like X in the
+short distance limit, behaves like Y in the high stress-energy limit).
+The process of formalization could also be a good test; if the theory can't
+be coded, is it a valid theory? Would also demonstrate that programming tools
+are general and can be used to explore non-physical theories.
+<br />See also Henon-Heiles.
+<br /> <br />
+
+<b>Action Minimization Problems</b>
+<span style="font-weight:bold; color:orange;">(possible)</span>
+<br />
+Minimization of action over path integrals is a classic hammer in the physics
+toolbox (everything looks like an oscillating nail). It might be fun to
+play with some old classics like optics or Ohm-ic resistance.
+<br /><br />
+
+<b>Basic Quantum Mechanics</b>
+<span style="font-weight:bold; color:red;">(unlikely)</span>
+<br />Methods with Wilkson-Sommerfeld quantization? I don't know enough
+QM to go beyond simple, introductory quantum systems, but might be interesting.
+<br /><br />
+
+<b>Quantum Computation</b>
+<span style="font-weight:bold; color:red;">(unlikely)</span>
+<br />There is already extensive work done here; see
+<a href="http://tph.tuwien.ac.at/~oemer/qcl.html">http://tph.tuwien.ac.at/~oemer/qcl.html</a><br /><br />
+
+
+<h2>Resources</h2>
+The SICM text book is <a href="http://mitpress.mit.edu/SICM/">free online</a>;
+so is the <a href="http://mitpress.mit.edu/sicp/">SICP book</a>.
+</br />
+There is an unofficial <a href="http://groups.google.com/group/sicm">SICM mailing list</a>.<br />
+<br />
+<b>Papers to read?</b> (<a href="http://static.bryannewbold.com/toread/thought/">download</a>)
+<ul>
+ <li /><u>The Dynamicist's Workbench: Automatic Preparation of Numerical Experiments</u>, H. Abelson and G. Sussman
+ <li /><u>Simulating Physics with Computers</u>, R. Feynman
+ <li /><u>Functional Differential Geometry</u>, G. Sussman and J. Wisdom (2005)
+
+ <li /><u>Computer Programs for Calculating General-Relativistic Curvature Tensors</u>, J. Fletcher, R. Clemen, R. Matzner, K. Thorne, and B. Zimmerman (letter, 1967)
+ <li /><u>Intelligence in Scientific Computing</u>, H. Abelson, M. Eisenberg, M. Halfant, J. Katzenelson, E. Sacks, G. Sussman, J. Wisdom, and K. Yip
+ <li /><u>Abstraction in Numerical Methods</u>, M. Halfant and G. Sussman
+ <li /><u>The Role of Programming in the Formulation of Ideas</u>, G. Sussman and J. Wisdom
+ <li /><u>Scientific Comutation and Functional Programming</u>, J. Karczmarczuk (1999)
+ <li /><u>The Supercomputer Toolkit: A general framework for special-purpose computing</u>, H. Abelson, A. Berlin, J. Katzenelson, W. McAllister, G. Rozas, G. Sussman, and J. Wisdom (1991)
+
+</ul>
+</body>
+</html>
+