2 citations · 2 across the 2 of their papers we have counts for
3 papers
Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation
Jingwei Gan, Pai Liu, Rajan K. Chakrabarty
We introduce a generative adversarial network (GAN) model to simulate the 3-dimensional Lagrangian motion of particles trapped in the recirculation zone of a buoyancy-opposed flame…
Variational Autoencoding the Lagrangian Trajectories of Particles in a Combustion System
Pai Liu, Jingwei Gan, Rajan K. Chakrabarty
We introduce a deep learning method to simulate the motion of particles trapped in a chaotic recirculating flame. The Lagrangian trajectories of particles, captured using a high-sp…
Universal Kinetics of the Sol-to-Gel Transition
Pai Liu, William R. Heinson, Christopher M. Sorensen +1
A comprehensive theory encompassing the kinetics of sol-to-gel transition is yet to be formulated due to break-down of the mean-field Smoluchowski Equation. Using high temporal-res…