HIGHLIGHTS
- who: TYPE et al. from the Aston University, United Kingdom have published the research: Optimizing supercontinuum spectro-temporal properties by leveraging machine learning towards multi-photon, in the Journal: (JOURNAL)
- what: Specifically, the authors implement various machine_learning strategies to maximize MPA signals and waveform properties at specific wavelengths in the SC spectrum. The authors show how the use of ultrafast pulse patterns generated from a cascaded MZIs chip can be leveraged to adjust the output temporal waveform for a variety of MPA processes. Changing the splitting ratio of each gives rise to improved flexibility compared . . .
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