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stat.ML2019
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…
stat.ML2018★ 2 cited
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…