Data-driven surrogate modelling of multistage Taylor cone–jet dynamics

S Cândido, JC Páscoa - Physics of Fluids, 2024 - pubs.aip.org
The Taylor cone jet is an electrohydrodynamic flow typically induced by applying an external
electric field to a liquid within a capillary, commonly utilized in colloidal thrusters. This flow …

An accurate and efficient deep learning model for spatio-temporal prediction of interfacial flows

Y Deng, D Zhang, Z Cao, Y Liu - Physics of Fluids, 2024 - pubs.aip.org
Aiming at fast and accurate spatiotemporal prediction of interfacial flow fields, a novel deep
learning model combining Convolutional AutoEncoder (CAE) and long short-term memory …

[PDF][PDF] An accurate and efficient deep learning model for spatio-temporal

Y Deng, D Zhang, Z Cao, Y Liu - researchgate.net
Interfacial flows widely exist in many natural phenomena and engineering 2 applications,
such as dam break flood [1], bubble flow [2] and liquid atomization [3]. 3 The interest about …