We consider a directed compact site lattice animal problem on the d-dimensional hypercubic lattice, and establish its equivalence with (i) the infinite-state Potts model and (ii) the enumeration of ͑d 2 1͒dimensional restricted partitions of an integer. The directed compact lattice animal problem is solved exactly in d 2, 3 using known solutions of the enumeration problem. The maximum number of lattice animals of size n grows as exp͑cn ͑d21͒͞d ͒. Also, the infinite-state Potts model solution leads to a conjectured limiting form for the generating function of restricted partitions for d . 3, the latter an unsolved problem in number theory. PACS numbers: 05.50.+q An intriguing aspect of lattice statistics is that seemingly totally different problems are sometimes related to each other, and that the solution of one problem can often be used to solve other outstanding unsolved problems. An example is the d 2 directed lattice site animals solved by Dhar [1] who used Baxter's exact solution of a hardsquare lattice gas model [2,3] to deduce its solution. In this Letter we consider a directed compact site lattice animal problem in d dimensions, and show that it is related to (i) the infinite-state Potts model in d dimensions and (ii) the enumeration of ͑d 2 1͒-dimensional restricted partitions of an integer. The known solutions of restricted partitions in two and three dimensions [4,5] now solve the corresponding compact lattice animal problems, and, similarly, the established solution of the infinite-state Potts model [6] leads to a conjectured limiting form for the generating function of restricted partitions for d . 3, which is an outstanding unsolved problem in number theory. For clarity of presentation, we present details of discussions for d 2. Considerations in higher dimensions are similar, and relevant results will be given.Directed compact lattice animals and restricted partitions of an integer.-Starting from the origin {1,1} of an L 1 3 L 2 simple quartic lattice L whose columns and rows are numbered, respectively, by i 1, . . . , L 1 and j 1, . . . , L 2 , a site animal grows in the directions of increasing i and j. In contrast to the previously considered directed animal problem [1] for which a site ͕i, j͖ can be occupied when either the site ͕i 2 1, j͖ or the site ͕i, j 2 1͖ is occupied, we introduce a more restricted growth rule. Our rule is that a site ͕i, j͖ can be occupied only when both ͕i 2 1, j͖ and ͕i, j 2 1͖ are occupied. (When applying the growth rule, sites with coordinates i 0 or j 0 are regarded as being occupied.) Com-pared to the usual directed lattice animals [1], the present model generates compact animals since it excludes configurations with unoccupied interior sites. In addition, we keep L 1 , L 2 finite, so that there exists a maximum animal size of L 1 L 2 .Let A n ͑L 1 , L 2 ͒ be the number of distinct n-site compact animals that can grow on L . In considering animal problems, one is primarily interested in finding the asymptotic behavior A n ͑L 1 , L 2 ͒ for large n. It is clear t...