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20182022
most citedNonlinear System Identification: Learning while respecting physical models using a sequential Monte Carlo method

26 citations · 45 across the 9 of their papers we have counts for

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2 papers · 1 filter

math.OC2021

Data to Controller for Nonlinear Systems: An Approximate Solution

Johannes N. Hendriks, James R. Z. Holdsworth, Adrian G. Wills +2

This paper considers the problem of determining an optimal control action based on observed data. We formulate the problem assuming that the system can be modelled by a nonlinear s…

math.OC2018

A fast quasi-Newton-type method for large-scale stochastic optimisation

Adrian Wills, Carl Jidling, Thomas Schon

During recent years there has been an increased interest in stochastic adaptations of limited memory quasi-Newton methods, which compared to pure gradient-based routines can improv…