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We propose a method for solving differential equations.• Our method combines PINNs with multilevel domain decomposition.• Our approach significantly outperforms PINNs when solving multiscale problems.• Multilevel modeling improves accuracy by aiding communication between subdomains.
Dolean et al. (Thu,) studied this question.