1 code implementation • 31 Aug 2022 • Hanfeng Zhai, Jingjie Yeo
Designing customized nano-surfaces with different surface topologies can alter the adhesive properties to remove biofilms more easily and greatly improve long-term biofilm control.
1 code implementation • 25 Dec 2021 • Hanfeng Zhai, Timothy Sands
The depth and width of the neural network structure do not greatly change the convergence of PIDOC based on case studies of van der Pol systems with low and high nonlinearities.
2 code implementations • 15 May 2021 • Hanfeng Zhai, Quan Zhou, Guohui Hu
We apply the traditional DNN and our BubbleNet to train the coarsened simulation data and predict the physics fields of both the two bubbly flow cases.