BriefGPT.xyz
Mar, 2024
利用神经操作器学习实现具有相关波动的多尺度泡泡生长动力学的尺度桥接
Bridging scales in multiscale bubble growth dynamics with correlated fluctuations using neural operator learning
HTML
PDF
Minglei Lu, Chensen Lin, Martian Maxey, George Karniadakis, Zhen Li
TL;DR
利用复合神经算子模型,从微观到宏观尺度上统一分析非线性气泡动力学,包含正确的微观流体现象的随机波动,为多尺度流体动力学建模领域的未来研究指明了新方向。
Abstract
The intricate process of bubble growth dynamics involves a broad spectrum of physical phenomena from
microscale
mechanics of bubble formation to
macroscale
interplay between bubbles and surrounding thermo-hydrody
→