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multiphysics simulation

6 papers

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Co-occurring keywords · papers mentioning both

partial differential equation (2) phase change (1) data-driven science (1) boiling heat transfer (1) neural partial differential equation (1) multiphase flow (1) bubble dynamics (1) physics-driven simulation (1) physics-embedded graph network (1) combustion kinetics (1)

Papers

PEGNet: A Physics-Embedded Graph Network for Long-Term Stable Multiphysics Simulation AAAI 2026 Interpretable Solutions for Multi-Physics PDEs Using T-NNGP AAAI 2025 M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation ICML 2025 Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025 BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning NeurIPS 2023 Demonstrating RFUniverse: A Multiphysics Simulation Platform for Embodied AI RSS 2023