Search Results for author: Marieme Ngom

Found 3 papers, 0 papers with code

OS-net: Orbitally Stable Neural Networks

no code implementations26 Sep 2023 Marieme Ngom, Carlo Graziani

We introduce OS-net (Orbitally Stable neural NETworks), a new family of neural network architectures specifically designed for periodic dynamical data.

Targeted Adaptive Design

no code implementations27 May 2022 Carlo Graziani, Marieme Ngom

Modern advanced manufacturing and advanced materials design often require searches of relatively high-dimensional process control parameter spaces for settings that result in optimal structure, property, and performance parameters.

Bayesian Optimization Experimental Design

Fourier Neural Networks as Function Approximators and Differential Equation Solvers

no code implementations27 May 2020 Marieme Ngom, Oana Marin

We present a Fourier neural network (FNN) that can be mapped directly to the Fourier decomposition.

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