no code implementations • 26 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.
no code implementations • 27 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.
no code implementations • 27 May 2020 • Marieme Ngom, Oana Marin
We present a Fourier neural network (FNN) that can be mapped directly to the Fourier decomposition.