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20002023
most citedA Discontinuity Capturing Shallow Neural Network for Elliptic Interface Problems

78 citations · 229 across the 12 of their papers we have counts for

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math.OC2023★ 12 cited

The Hard-Constraint PINNs for Interface Optimal Control Problems

Ming-Chih Lai, Yongcun Song, Xiaoming Yuan +2

We show that the physics-informed neural networks (PINNs), in combination with some recently developed discontinuity capturing neural networks, can be applied to solve optimal cont…