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Uniform convergence guarantees for the deep Ritz method for nonlinear problems

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We provide convergence guarantees for the Deep Ritz Method for abstract variational energies. Our results cover nonlinear variational problems such as the p-Laplace equation or the Modica-Mortola energy with essential or natural boundary conditions. Under addi... ...