94 citations · 785 across the 34 of their papers we have counts for
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cs.LG2023★ 5 cited
Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion
Lucas Böttcher
Ensemble Kalman inversion (EKI) is a sequential Monte Carlo method used to solve inverse problems within a Bayesian framework. Unlike backpropagation, EKI is a gradient-free optimi…
physics.soc-ph2023★ 7 cited
Impact of random and targeted disruptions on information diffusion during outbreaks
Hosein Masoomy, Tom Chou, Lucas Böttcher
Outbreaks are complex multi-scale processes that are impacted not only by cellular dynamics and the ability of pathogens to effectively reproduce and spread, but also by population…