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Author

M. Anitescu

2 papers indexed here

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Preprint Sep 2026

Control and Estimation Co-Design via Envelope-Theorem Gradients

Instead of the sequential plant--control--estimator design pipeline, which is in general not optimal, we propose the Control and Estimation Co-Design (ContEst) framework, which poses the entire system design as a single two-stage problem solved by first-order methods. A key enabler is that the gradient of each inner co...

Mohammad S. Ramadan, Philip Dinenis, M. Anitescu · 0 citations
Preprint Aug 2026

ExaModels.jl: an Algebraic Modeling System for Nonlinear Programming on GPUs

Large-scale nonlinear programs almost always exhibit partially separable and repetitive structure, yet most existing algebraic modeling systems do not take advantage of it. A nonlinear optimization solver queries the objective, the constraints, and their derivatives at every iteration, so the speed of these evaluations...

Sung-Ho Shin, Michel Schanen, F. Pacaud et al. · 0 citations

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