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What is directed percolation? 
Consider a square lattice (see figure above). Let each edge of the lattice be open with probability p and closed with probability (1p). To each bond, associate an arrow which points in the direction of increasing coordinates. 

Why study directed percolation? 
Model for directed random media. 