Lauri Salmela

Machine learning and applications in ultrafast photonics

Goëry Genty, Lauri Salmela, John M. Dudley et al. · Nature Photonics · 2020 · 394 citations

Photonics, Engineering, Machine Learning +3

Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network

Lauri Salmela, Nikolaos Tsipinakis, Alessandro Foi et al. · Nature Machine Intelligence · 2021 · 201 citations

Photonics, Fibre Optics, Engineering +10

Machine learning analysis of extreme events in optical fibre modulation instability

Mikko Närhi, Lauri Salmela, Juha Toivonen et al. · Nature Communications · 2018 · 136 citations · Full text

Engineering, Machine Learning, Data Science +14

Two octave supercontinuum generation in a non-silica graded-index multimode fiber

Zahra Eslami, Lauri Salmela, Adam Filipkowski et al. · Nature Communications · 2022 · 46 citations · Full text

Materials Science, Photonics, Engineering +14

Feed-forward neural network as nonlinear dynamics integrator for supercontinuum generation

Lauri Salmela, Mathilde Hary, Mehdi Mabed et al. · Optics Letters · 2022 · 42 citations · Full text

Photonics, Evolving Neural Network, Engineering +15