7 citations · 14 across the 4 of their papers we have counts for
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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…
q-bio.QM2022★ 4 cited
Pruning deep neural networks generates a sparse, bio-inspired nonlinear controller for insect flight
Olivia Zahn, Jorge Bustamante, Callin Switzer +2
Insect flight is a strongly nonlinear and actuated dynamical system. As such, strategies for understanding its control have typically relied on either model-based methods or linear…