Fracture Pattern Prediction with Random Microstructure using Physics-Informed Deep Neural Networks

Published in Engineering Fracture Mechanics, 2022

Physics-informed deep networks that predict fracture patterns across random material microstructures.

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@article{wei2022fracture,
  title = {Fracture Pattern Prediction with Random Microstructure using Physics-Informed Deep Neural Networks},
  author = {Wei, H. and Yao, H. and Pang, Y. and Liu, Y.},
  journal = {Engineering Fracture Mechanics},
  pages = {108497},
  year = {2022}
}