Search Results for author: Alejandro F. Queiruga

Found 2 papers, 1 papers with code

Continuous-in-Depth Neural Networks

4 code implementations5 Aug 2020 Alejandro F. Queiruga, N. Benjamin Erichson, Dane Taylor, Michael W. Mahoney

We first show that ResNets fail to be meaningful dynamical integrators in this richer sense.

Numerical Integration

Learning continuous models for continuous physics

no code implementations17 Feb 2022 Aditi S. Krishnapriyan, Alejandro F. Queiruga, N. Benjamin Erichson, Michael W. Mahoney

Dynamical systems that evolve continuously over time are ubiquitous throughout science and engineering.

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