PySHRED: A Python package for SHallow REcurrent Decoding for sparse sensing, model reduction and scientific discovery

David Ye, Jan Williams, Mars Gao +4

SHallow REcurrent Decoders (SHRED) provide a deep learning strategy for modeling high-dimensional dynamical systems and/or spatiotemporal data from dynamical system snapshot observ…