Search Results for author: Adwait Datar

Found 2 papers, 1 papers with code

Systematic construction of continuous-time neural networks for linear dynamical systems

1 code implementation24 Mar 2024 Chinmay Datar, Adwait Datar, Felix Dietrich, Wil Schilders

Discovering a suitable neural network architecture for modeling complex dynamical systems poses a formidable challenge, often involving extensive trial and error and navigation through a high-dimensional hyper-parameter space.

Transformation-Free Fixed-Structure Model Reduction for LPV Systems

no code implementations21 Mar 2024 Lennart Heeren, Adwait Datar, Antonio Mendez Gonzalez, Herbert Werner

The controller synthesis problem is then solved by using gradient-based tools available in the literature.

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