Development and evaluation of data-driven modeling for bubble size in turbulent air-water bubbly flows using artificial multi-layer neural networks

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

Computing, Computer Science, Data Mining +13

Drag coefficient and relative velocity in bubbly, droplet or particulate flows

Mamoru Ishii, N. Zuber · AIChE Journal · 1979 · 2K citations

Engineering, Chemical Engineering, Fluid Dynamics +16

Reynolds averaged turbulence modelling using deep neural networks with embedded invariance

Julia Ling, Andrew Kurzawski, Jeremy Alan Templeton · Journal of Fluid Mechanics · 2016 · 1.6K citations · Full text

Natural Sciences, Computer Science, Physics +17

Transverse migration of single bubbles in simple shear flows

Akio Tomiyama, Hidesada Tamai, Iztok Žun et al. · Chemical Engineering Science · 2002 · 1.1K citations · Full text

Natural Sciences, Physics, Fluid Dynamics +7

Two-fluid model and hydrodynamic constitutive relations

Mamoru Ishii, Kenji Mishima · Nuclear Engineering and Design · 1984 · 876 citations

Engineering, Mathematics, Physics +14