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Spatiotemporal control of laser intensity using differentiable programming

Optical techniques for spatiotemporal control can produce laser pulses with custom amplitude, phase, or polarization structure. In nonlinear optics and plasma physics, the use of structured pulses typically follows a forward design approach, in which the efficacy of a known structure is analyzed for...

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Principais autores: Kyle G Miller, Tomas E Gutierrez, Archis S Joglekar, Amanda Elliott, Dustin H Froula, John P Palastro
Format: Artigo
Sprog:Inglês
Udgivet: IOP Publishing 2026-01-01
Serier:Machine Learning: Science and Technology
Fag:
automatic differentiation
gradient-based optimization
nonlinear optics
Online adgang:https://doi.org/10.1088/2632-2153/ae47bc
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