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20192026
most citedHomPINNs: homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions

32 citations · 36 across the 11 of their papers we have counts for

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math.OC2019

A homotopy training algorithm for fully connected neural networks

Qipin Chen, Wenrui Hao

In this paper, we present a Homotopy Training Algorithm (HTA) to solve optimization problems arising from fully connected neural networks with complicated structures. The HTA dynam…