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20192024
most citedTransfer learning based multi-fidelity physics informed deep neural network

242 citations · 629 across the 42 of their papers we have counts for

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stat.ML2019★ 2 cited

Transfer learning enhanced physics informed neural network for phase-field modeling of fracture

Somdatta Goswami, Cosmin Anitescu, Souvik Chakraborty +1

We present a new physics informed neural network (PINN) algorithm for solving brittle fracture problems. While most of the PINN algorithms available in the literature minimize the…