Stephen Eubank


Research interests and publication areas include:

  • Scaling properties in quantum field theories.

  • Nonlinear dynamics in physical systems.

  • Statistical modeling and prediction of time series

  • Machine learning and data mining (although I remain convinced it's a pejorative term).

  • Natural language processing

    This may seem scattered, if not scatter-brained, but it's all related to scaling and dynamics of complicated (complex, if you must) nonlinear systems. While I don't believe every technological problem has a technological solution, I'm interested in helping solve ones that do. In the absence of a general framework for understanding really complex behavior, I think the best approach is to study actual systems. With luck, I'll learn how to use resources efficiently in complex systems such as transportation networks, power grids, and communications networks.

    It has indeed been a long, strange trip for someone from the small town of (I can't believe they're online) Summerville, SC, featuring stops along the way at:


    Along the way, I've become handy at scientific programming, and a firm believer in the importance of design, testing, and scalability in software, even experimental research software. I'm more interested in science than in coding but for the most part I've been in places where, if I needed something done right, I did it myself. So what insights do I have for software design from the world of complex systems? KISS - keep it simple, stupid. Eons ago I programmed for the Macintosh (remember the "phone book" edition of Inside Mac?). I use a Mac at home, where my wife, Helen, a graphic designer, struggles to teach me principles of good visual design, while I try to teach her how to use Adobe Photoshop and Quark Express.

    In general, though, I'd rather be unplugged and outdoors than staring at the terminal. My favorite activities are swimming, sailing (not a lot of that in New Mexico, though), cross-country skiing, and hiking. I enjoy brewing beer, gardening and in general puttering around the house in Santa Fe.


    Image resume (Postscript, about 250K)
    bibliography
    photo album (9 photos, about 500K total)
    family stuff

    eubank@santafe.edu