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August 23, 2007

Dr. Benjamin Mann's 23 Mathematical Challenges

At DARPATECH 2007, Dr. Benjamin Mann presented his list of 23 mathematical challenges in his talk "DSO Mathematics: The Heart and Soul of the Far Side". The reader will no doubt notice that his first challenge is to my liking Smile 

  1. The Mathematics of the Brain:  Develop a mathematical theory to build a functional model of the brain that is mathematically consistent and predictive rather than merely biologically inspired.
  2. The Dynamics of Networks: Develop the high-dimensional mathematics needed to accurately model and predict behavior in large-scale distributed networks that evolve over time occurring in communication, biology and the social sciences
  3. Capture and Harness Stochasticity in Nature: Address Mumford’s call for new mathematics for the 21st Century.  Develop methods that capture persistence in stochastic environments.
  4. 21st Century Fluids: Classical fluid dynamics and the Navier-Stokes Equation were extraordinarily successful in obtaining quantitative understanding of shock waves, turbulence, and solitons, but new methods are needed to tackle complex fluids such as foams, suspensions, gels and liquid crystals.
  5. Biological Quantum Field Theory: quantum and statistical methods have had great success modeling virus evolution.  Can such techniques be used to model more complex systems such as bacteria?  Can these techniques be used to control pathogen evolution?
  6. Computational Duality:  Duality in mathematics has been a profound tool for theoretical understanding.  Can it be extended to develop principled computational techniques where duality and geometry are the basis for novel algorithms?
  7. Occam’s Razor in Many Dimensions: As data collection increases can we “do more with less” by finding lower bounds for sensing complexity in systems?  This is related to questions about entropy maximization algorithms.
  8. Beyond Convex Optimization: Can linear algebra be replaced by algebraic geometry in a systematic way?
  9. What are the Physical Consequences of Perelman’s proof of Thurston’s Geometrization Theorem?  Can profound theoretical advances in understanding three dimensions be applied to construct and manipulate structures across scales to fabricate novel materials?
  10. Algorithmic Origami and Biology:  Build a stronger mathematical theory for isometric and rigid embedding that can give insight into protein folding.
  11. Optimal Nanostructures: Develop new mathematics for constructing optimal globally symmetric structures by following simple local rules via the process of nanoscale self-assembly.
  12. The Mathematics of Quantum Computing, Algorithms, and Entanglement: In the last century we learned how quantum phenomena shape our world.  In the coming century we need to develop the mathematics required to control the quantum world.
  13. Creating a Game Theory that Scales: What new scalable mathematics is needed to replace the traditional PDE approach to differential games?
  14. An Information Theory for Virus Evolution: Why not?
  15. The Geometry of Genome Space: What notion of distance is needed to incorporate biological utility?
  16. What are the Symmetries and action Principles for Biology?  Extend our understand of symmetries and action principles in biology along the lines of classical thermodynamics, to include important biological concepts such as robustness, modularity, evolvability and variability.
  17. Geometric Langlands and Quantum Physics: How does Langlands program, which originated in number theory and representation theory, explain the fundamental symmetries of physics?  And vice versa?
  18. Arithmetic Langlands, Topology, and Geometry.  What is the role of homotopy theory in the classical, geometric, and quantum Langlands programs?
  19. Settle the Riemann Hypothesis: the Holy Grail of number theory.
  20. Computation at Scale: how can we develop asymptotics for a world with massively many degrees of freedom?
  21. Settle the Hodge Conjecture:  the conjecture in algebraic geometry is a metaphor for transforming transcendental computations into algebraic ones.
  22. Settle the smooth Pioncare Conjecture in Dimension 4.  What are the implications for space-time and cosmology?  And might the answer unlock the secret of “dark energy”?
  23. What are the fundamental laws of biology?  Dr. Tether’s question will remain front and center in the next 100 years.  I place this challenge last as finding these laws will undoubtedly require the mathematics developed in answering several of the questions listed above.

August 20, 2007

Rapid Erasure of Long-Term Memory Associations in the Cortex by an Inhibitor of PKM zeta

Science published an interseting study (Science 17 August 2007:
Vol. 317. no. 5840, pp. 951 - 953) by Reut Shema, Todd Charlton Sacktor, and Yadin Dudai.

Abstract:

Little is known about the neuronal mechanisms that subserve long-term memory persistence in the brain. The components of the remodeled synaptic machinery, and how they sustain the new synaptic or cellwide configuration over time, are yet to be elucidated. In the rat cortex, long-term associative memories vanished rapidly after local application of an inhibitor of the protein kinase C isoform, protein kinase M zeta (PKM zeta). The effect was observed for at least several weeks after encoding and may be irreversible. In the neocortex, which is assumed to be the repository of multiple types of long-term memory, persistence of memory is thus dependent on ongoing activity of a protein kinase long after that memory is considered to have consolidated into a long-term stable form.

August 17, 2007

The Singularity Summit 2007: September 8-9

"The Singularity Institute for Artificial Intelligence presents the Singularity Summit 2007, a major two-day event bringing together 17 leading thinkers to address and debate a historical moment in humanity's history – a window of opportunity to shape how we develop advanced artificial intelligence." See their website for details.

August 16, 2007

DARPATECH 2007

Last week, I had the opportunity to attend DARPATECH 2007 at which DARPA presented its vision. The Urban Challenge was also announced. The event attracted huge media attention:

http://www.popularmechanics.com/technology/military_law/4220413.html
http://blog.wired.com/defense/2007/08/darpatech-the-b.html
http://www.hardocp.com/news.html?news=Mjc0MDMsLCxoZW50aHVzaWFzdCwsLDE=
http://www.engadget.com/2007/08/09/new-military-robots-showcased-at-darpatech-2007/
http://science.slashdot.org/article.pl?sid=07/08/11/1527243
http://www.designnews.com/blog/320000232/post/1590012959.html