@article{learningcharacteristicparametersand,
  title = {Learning characteristic parameters and dynamics of centrifugal pumps under multiphase flow using physics-informed neural networks},
  author = {Felipe de Castro Teixeira Carvalho and Kamaljyoti Nath and Alberto Luiz Serpa and George Em Karniadakis},
  year = {2023},
  eprint = {2310.03001},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2310.03001v2},
}