Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning

Kevin T. Carlberg, Antony Jameson, Mykel J. Kochenderfer +3

Data I/O poses a significant bottleneck in large-scale CFD simulations; thus, practitioners would like to significantly reduce the number of times the solution is saved to disk, ye…