BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning

Sheikh Md Shakeel Hassan, Arthur Feeney, A. Dhruv, Jihoon Kim, Youngjoon Suh +3 more
2/12/2026

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@article{hassan2026bubbleml,
  title  = {BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning},
  author = {Sheikh Md Shakeel Hassan and Arthur Feeney and A. Dhruv and Jihoon Kim and Youngjoon Suh and Jaiyoung Ryu and Yoonjin Won and Aparna Chandramowlishwaran},
  year   = {2026},
  doi    = {10.52202/075280-0021},
  url    = {https://doi.org/10.52202/075280-0021},
  journal = {NEURIPS 2023 2023}
}

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