NP4Buoyancy: An end-to-end differentiable neural-physics framework for buoyancy-driven flows

Journal of Computational Physics 2026

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Authors: Yu Jiao, H L Zhang, Tingkai Xue, Boyang Chen, Juntao Yang, Te Ba, Simon See, Chang Wei Kang, Claire E. Heaney, Christopher C. Pain, Hongying Li
DOI: 10.1016/j.jcp.2026.115179
Cited by: 1
References: 49

Fields of Study & Subjects

Model Reduction and Neural Networks Lattice Boltzmann Simulation Studies Advanced Numerical Methods in Computational Mathematics

Publication details

Journal / source
Journal of Computational Physics
Publisher
Elsevier BV
Volume
564
Pages
115179–115179
Publication date
7 July 2026
Language
EN