Search Results for author: Mamadou Diagne

Found 6 papers, 0 papers with code

Backstepping Neural Operators for $2\times 2$ Hyperbolic PDEs

no code implementations28 Dec 2023 Shanshan Wang, Mamadou Diagne, Miroslav Krstić

In this paper we establish the continuity of the mapping from (a total of five) plant PDE functional coefficients to the kernel PDE solutions, prove the existence of an arbitrarily close DeepONet approximation to the kernel PDEs, and establish that the DeepONet-approximated gains guarantee stabilization when replacing the exact backstepping gain kernels.

Deep Learning of Delay-Compensated Backstepping for Reaction-Diffusion PDEs

no code implementations21 Aug 2023 Shanshan Wang, Mamadou Diagne, Miroslav Krstić

Multiple operators arise in the control of PDE systems from distinct PDE classes, such as the system in this paper: a reaction-diffusion plant, which is a parabolic PDE, with input delay, which is a hyperbolic PDE.

Event-triggered Boundary Control of a Class of Reaction-Diffusion PDEs with Time-dependent Reactivity

no code implementations26 Apr 2023 Bhathiya Rathnayake, Mamadou Diagne

This paper presents an event-triggered boundary control strategy for a class of reaction-diffusion PDEs with time-varying reactivity under Robin actuation.

Observer-based Event-triggered Boundary Control of the One-phase Stefan Problem

no code implementations2 Oct 2022 Bhathiya Rathnayake, Mamadou Diagne

This paper provides an observer-based event-triggered boundary control strategy for the one-phase Stefan problem using the position and velocity measurements of the moving interface.

Sampled-Data and Event-triggered Boundary Control of a Class of Reaction-Diffusion PDEs with Collocated Sensing and Actuation

no code implementations7 Aug 2021 Bhathiya Rathnayake, Mamadou Diagne, Iasson Karafyllis

It is shown that the continuous-time output feedback boundary control applied in a sample-and-hold fashion ensures global closed-loop exponential stability, provided that the sampling period is sufficiently small.

Observer-based Event-triggered Boundary Control of a Class of Reaction-Diffusion PDEs

no code implementations24 Sep 2020 Bhathiya Rathnayake, Mamadou Diagne, Nicolas Espitia, Iasson Karafyllis

This paper presents an observer-based event-triggered boundary control strategy for a class of reaction-diffusion PDEs with Robin actuation.

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