13 citations · 27 across the 10 of their papers we have counts for
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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,…
math.DS2022★ 7 cited
Data-driven sensor placement with shallow decoder networks
Jan Williams, Olivia Zahn, J. Nathan Kutz
Sensor placement is an important and ubiquitous problem across the engineering and physical sciences for tasks such as reconstruction, forecasting and control. Surprisingly, there…