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20202023
most citedA feed-forward neural network as a nonlinear dynamics integrator for supercontinuum generation

51 citations · 51 across the 3 of their papers we have counts for

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nlin.PS2023

Analysis of interaction dynamics and rogue wave localization in modulation instability using data-driven dominant balance

Andrei V. Ermolaev, Mehdi Mabed, Christophe Finot +2

We analyze the dynamics of modulation instability in optical fiber (or any other nonlinear Schrödinger equation system) using the machine-learning technique of data-driven dominant…