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This paper proposes as a novel deep methodology that can learn the weak solutions of PDEs via a minmax formulation, which transforms the PDE problem into a minimax optimization problem to identify weak solutions. The name Friedrichs learning is for highlighting the close relationship between our strategy and theory on symmetric systems of PDEs. The weak solution and the test function in the.

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