Machine learning analysis of rogue solitons in supercontinuum generation

Single-shot measurement of phase and amplitude by using a heterodyne time-lens system and ultrafast digital time-holography

(2018) Alexey Tikan et al.   Nature Photonics

Real-time full-field characterization of transient dissipative soliton dynamics in a mode-locked laser

(2018) P. Ryczkowski et al.   Nature Photonics

Real-Time Observation of the Buildup of Soliton Molecules

(2018) Xueming Liu et al.   PHYSICAL REVIEW LETTERS

Genetic algorithm driven spectral shaping of supercontinuum radiation in a photonic crystal fiber

(2018) Linor Michaeli et al.   Journal of Optics

Nonlinear sculpturing of optical pulses with normally dispersive fiber-based devices

(2018) Christophe Finot et al.   OPTICAL FIBER TECHNOLOGY

Femtosecond pulse compression using a neural-network algorithm

(2018) Camille A. Farfan et al.   OPTICS LETTERS

Customizing supercontinuum generation via on-chip adaptive temporal pulse-splitting

(2018) Benjamin Wetzel et al.   Nature Communications

Machine learning analysis of extreme events in optical fibre modulation instability

(2018) Mikko Närhi et al.   Nature Communications

Time stretch and its applications

(2017) Ata Mahjoubfar et al.   Nature Photonics

Real-Time Observation of Internal Motion within Ultrafast Dissipative Optical Soliton Molecules

(2017) Katarzyna Krupa et al.   PHYSICAL REVIEW LETTERS

Real-time spectral interferometry probes the internal dynamics of femtosecond soliton molecules

(2017) G. Herink et al.   SCIENCE

Roadmap on optical rogue waves and extreme events

(2016) Nail Akhmediev et al.   Journal of Optics

Single-shot observation of optical rogue waves in integrable turbulence using time microscopy

(2016) Pierre Suret et al.   Nature Communications

Real-time measurements of spontaneous breathers and rogue wave events in optical fibre modulation instability

(2016) Mikko Närhi et al.   Nature Communications

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Instabilities, breathers and rogue waves in optics

(2014) John M. Dudley et al.   Nature Photonics

Dispersive Fourier transformation for fast continuous single-shot measurements

(2013) K. Goda et al.   Nature Photonics

Fluctuations and correlations in modulation instability

(2012) D. R. Solli et al.   Nature Photonics

On the phase-dependent manifestation of optical rogue waves

(2012) A Antikainen et al.   NONLINEARITY

Possibility of an Akhmediev breather decaying into solitons

(2012) Ch. Mahnke et al.   PHYSICAL REVIEW A

On the statistical interpretation of optical rogue waves

(2010) M. Erkintalo et al.   European Physical Journal-Special Topics

Observation of extreme temporal events in CW-pumped supercontinuum

(2009) A. Mussot et al.   OPTICS EXPRESS

Modulation instability, Akhmediev Breathers and continuous wave supercontinuum generation

(2009) J. M. Dudley et al.   OPTICS EXPRESS

Rogue-wave-like characteristics in femtosecond supercontinuum generation

(2009) M. Erkintalo et al.   OPTICS LETTERS

Harnessing and control of optical rogue waves in supercontinuum generation

(2008) John M. Dudley et al.   OPTICS EXPRESS