Direct numerical simulations of transient turbulent jets: vortex-interface interactions

no code implementations • 3 Dec 2020 • Cristian R. Constante-Amores, Lyes Kahouadji, Assen Batchvarov, Seungwon Shin, Jalel Chergui, Damir Juric, Omar K. Matar

The thinning of the lobes induces the creation of holes which expand to form liquid threads that undergo capillary breakup to form droplets.

Fluid Dynamics

Data-driven surrogate modelling and benchmarking for process equipment

no code implementations • 13 Mar 2020 • Gabriel F. N. Gonçalves, Assen Batchvarov, Yuyi Liu, Yuxin Liu, Lachlan Mason, Indranil Pan, Omar K. Matar

In chemical process engineering, surrogate models of complex systems are often necessary for tasks of domain exploration, sensitivity analysis of the design parameters, and optimization.

Active Learning Benchmarking +2