5 citations · 16 across the 16 of their papers we have counts for
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A -Analysis and Synthesis Framework for Partial Integral Equations using IQCs
Thijs Lenssen, Aleksandr Talitckii, Matthew Peet +1
We develop a -analysis and synthesis framework for infinite-dimensional systems that leverages the Integral Quadratic Constraints (IQCs) to compute the structured singular value…
A Digital Twin of Evaporative Thermo-Fluidic Process in Fixation Unit of DoD Inkjet Printers
Samarth Toolhally, Joeri Roelofs, Siep Weiland +1
In inkjet printing, optimal paper moisture is crucial for print quality, achieved through hot-air impingement in the fixation unit. This paper presents a modular digital twin of th…
Learning Flow Functions from Data with Applications to Nonlinear Oscillators
Miguel Aguiar, Amritam Das, Karl H. Johansson
We describe a recurrent neural network (RNN) based architecture to learn the flow function of a causal, time-invariant and continuous-time control system from trajectory data. By r…
Universal approximation of flows of control systems by recurrent neural networks
Miguel Aguiar, Amritam Das, Karl H. Johansson
We consider the problem of approximating flow functions of continuous-time dynamical systems with inputs. It is well-known that continuous-time recurrent neural networks are univer…
Oscillations in Mixed-Feedback Systems
Amritam Das, Thomas Chaffey, Rodolphe Sepulchre
A new method is presented for the analysis of limit cycle oscillations in mixed-feedback systems. The calculation of the limit cycle is reformulated as the zero finding of a mixed-…