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multiphase flow

3 papers

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Co-occurring keywords · papers mentioning both

bubble dynamics (1) physics-driven simulation (1) interface data (1) multiphysics simulation (1) phase change (1) data-driven science (1) boiling heat transfer (1) surface modeling (1) neural pde solver (1) neural operator (1)

Papers

Cross-Field Interface-Aware Neural Operators for Multiphase Flow Simulation AAAI 2026 Learning Droplet Dynamics on Rough Unstructured Surfaces Using Physics-Informed Neural Networks (Student Abstract) AAAI 2026 BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning NeurIPS 2023