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04/13/2023
Thread-safe lattice Boltzmann for high-performance computing on GPUs
We present thread-safe, highly-optimized lattice Boltzmann implementatio...
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10/21/2022
Data reconstruction of turbulent flows with Gappy POD, Extended POD and Generative Adversarial Networks
Three methods are used to reconstruct two-dimensional instantaneous velo...
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05/05/2022
DropTrack – automatic droplet tracking using deep learning for microfluidic applications
Deep neural networks are rapidly emerging as data analysis tools, often ...
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01/03/2022
Inferring Turbulent Parameters via Machine Learning
We design a machine learning technique to solve the general problem of i...
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02/27/2021
Optimal control of point-to-point navigation in turbulent time-dependent flows using Reinforcement Learning
We present theoretical and numerical results concerning the problem to f...
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07/17/2019