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20212026
most citedRigorous theory of thin-vapor-layer linear optical properties: The case of quenching of atomic polarization upon collisions of atoms with dielectric walls

8 citations · 14 across the 5 of their papers we have counts for

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nlin.PS2024

Automating physical intuition in nonlinear fiber optics with unsupervised dominant balance search

Andrei V. Ermolaev, Christophe Finot, Goery Genty +1

Identifying the underlying processes that locally dominate physical interactions is the key to understanding nonlinear dynamics. Machine-learning techniques have recently been show…

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…