Using effective field theory methods, we calculate for the first time the complete fourth-order term in the Fermi-momentum or expansion for the ground-state energy of a dilute Fermi gas. The convergence behavior of the expansion is examined for the case of spin one-half fermions and compared against quantum Monte-Carlo results, showing that the Fermi-momentum expansion is well-converged at this order for .
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