New Optimization Algorithms in Physics

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Statistical mechanics of community detection. (2006, background): “Palla et al. [25] have introduced an algorithm to detect overlapping communities by clique percolation and Gfeller et al. have introduced the notion of nodes lying “between clusters” [26].”
Simulating chemistry using quantum computers. (2010, background): “This class of problems plays an important role in fields such as drug design, molecular recognition, geometry optimization, and protein folding (88, 89).”