articleChemical Engineering JournalJan 23, 2026Closed access

Integrating data and physics: A review of data-driven methods for computational multiphase flow

QCQingtai CaoXZXuanwei ZhangSLShiyi LuJWJialong WangSGSongyuan Guo

Shanghai Jiao Tong University · University of Stuttgart · +2 more institutions

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Abstract

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5
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39.11
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100%
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162
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9

Topics & keywords

Topics
Keywords
  • Multiphase flow
  • Interface (matter)
  • Implementation
  • Reinforcement learning
  • Uncertainty quantification
  • Normalization (sociology)
  • Grid
  • Generative grammar
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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