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Deep reinforcement learning for self-tuning laser source of dissipative solitons

Abstract Increasing complexity of modern laser systems, mostly originated from the nonlinear dynamics of radiation, makes control of their operation more and more challenging, calling for development of new approaches in laser engineering. Machine learning methods, providing proven tools for identif...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखकों: Evgeny Kuprikov, Alexey Kokhanovskiy, Kirill Serebrennikov, Sergey Turitsyn
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Nature Portfolio 2022-05-01
श्रृंखला:Scientific Reports
ऑनलाइन पहुंच:https://doi.org/10.1038/s41598-022-11274-w
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