13 citations · 27 across the 10 of their papers we have counts for
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cs.LG2023★ 3 cited
Leveraging arbitrary mobile sensor trajectories with shallow recurrent decoder networks for full-state reconstruction
Megan R. Ebers, Jan P. Williams, Katherine M. Steele +1
Sensing is one of the most fundamental tasks for the monitoring, forecasting and control of complex, spatio-temporal systems. In many applications, a limited number of sensors are…
math.DS2023★ 3 cited
Sensing with shallow recurrent decoder networks
Jan P. Williams, Olivia Zahn, J. Nathan Kutz
Sensing is a universal task in science and engineering. Downstream tasks from sensing include inferring full state estimates of a system (system identification), control decisions,…