Proceedings of the National Academy of Sciences · 2009 · 73 citations · 14 references
Natural SciencesMathematicsAlgorithmic DesignAlgorithmsInformation TheoryInverse ProblemsInverse Problems In MechanicsSelf-assembled MaterialsSelf-assembled NanostructuresSelf-assemblyStatistical MechanicsAlgorithmic Information TheoryComputational Inverse ProblemsGround State PropertiesGround State SearchInverse Problem FormulationPotential FunctionsSelf-assembling MaterialsSelf-assembly Modeling
We study inverse statistical mechanics: how can one design a potential function so as to produce a specified ground state? In this article, we show that unexpectedly simple potential functions suffice for certain symmetrical configurations, and we apply techniques from coding and information theory to provide mathematical proof that the ground state has been achieved. These potential functions are required to be decreasing and convex, which rules out the use of potential wells. Furthermore, we give an algorithm for constructing a potential function with a desired ground state.
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