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Pointing stabilization of a 1 Hz high-power laser via machine learning
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作者 Alessio Amodio Dan Wang +11 位作者 Curtis Berger Hai-En Tsai Samuel K.Barber Jeroen van Tilborg Alexander Picksley Zachary Eisentraut Neel Rajeshbhai Vora Mahek Logantha Qing Ji Russell Wilcox Qiang Du Anthony Gonsalves 《High Power Laser Science and Engineering》 2025年第3期34-42,共9页
High-power lasers are vital for particle acceleration,imaging,fusion and materials processing,requiring precise control and high-energy delivery.Laser plasma accelerators(LPAs)demand laser positional stability at focu... High-power lasers are vital for particle acceleration,imaging,fusion and materials processing,requiring precise control and high-energy delivery.Laser plasma accelerators(LPAs)demand laser positional stability at focus to ensure consistent electron beams in applications such as X-ray free-electron lasers and high-energy colliders.Achieving this stability is especially challenging for the low-repetition-rate lasers in current LPAs.We present a machine learning method that predicts and corrects laser pointing instabilities in real-time using a high-frequency pilot beam.By preemptively adjusting a correction mirror,this approach overcomes traditional feedback limits.Demonstrated on the BELLA petawatt laser operating at the terawatt level(30 mJ amplification),our method achieved root mean square pointing stabilization of 0.34 and 0.59μrad in the x and y directions,reducing jitter by 65%and 47%,respectively.This is the first successful application of predictive control for shot-to-shot stabilization in low-repetition-rate laser systems,paving the way for full-energy petawatt lasers and transformative advances across science,industry and security. 展开更多
关键词 deterministic control laser-plasma accelerator machine learning petawatt/1 Hz laser STABILIZATION terawatt operation
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Highly efficient TW multipass Ti:sapphire laser system 被引量:3
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作者 魏志义 张杰 +3 位作者 夏江帆 冯宝华 张秀兰 邱阳 《Science China Mathematics》 SCIE 2000年第10期1083-1087,共5页
An efficient chirped-pulse amplification, Ti:sapphire laser system, has been developed using mainly domestic components. The gain-narrowing effect has been significantly overcome by shaping spectrum of seeding pulses.... An efficient chirped-pulse amplification, Ti:sapphire laser system, has been developed using mainly domestic components. The gain-narrowing effect has been significantly overcome by shaping spectrum of seeding pulses. With a novel aberration-free stretcher and two stage multi-pass amplifiers, pulses with duration of 25 fs and 36-mJ energy have been obtained at 10 Hz repetition rate, using only less than 290 mJ green Nd: YAG pump energy. This corresponds to a 1.4 TW peak power and 32% main amplification efficiency. The energy stability of the laser systems is better than ± 3% . 展开更多
关键词 terawatts (TW ) FEMTOSECOND laser PULSES chirped-pulses AMPLIFICATION Ti:sapphire laser.
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Amplified spontaneous emission and its restraint in a terawatt Ti: sapphire amplifier
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作者 张伟力 王勇 +2 位作者 王清月 柴路 邢岐荣 《Science China Mathematics》 SCIE 2000年第8期853-860,共8页
Amplified spontaneous emission (ASE) and its restraint in a femtosecond Ti: sapphire chirped-pulse amplifier were investigated. The noises arising from ASE were effectively filtered out in the spatial, temporal and sp... Amplified spontaneous emission (ASE) and its restraint in a femtosecond Ti: sapphire chirped-pulse amplifier were investigated. The noises arising from ASE were effectively filtered out in the spatial, temporal and spectral domain. Pulses as short as 38 fs were amplified to peak power of 1.4 MI. The power ratio between the amplified femtosecond pulse and the ASE was higher than 106: 1. 展开更多
关键词 amplified SPONTANEOUS emission TERAWATT Ti: SAPPHIRE amplifier.
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Ultra-broad band supercontinuum produced by terawatt femtosecond laser
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作者 张伟力 王清月 +2 位作者 邢岐荣 柴路 K.M.Yoo 《Science China Mathematics》 SCIE 1997年第5期534-539,共6页
The characteristics of supercontinuum produced by high-intensity femtosecond pulses were investigated under different interaction lengths, various pump intensities, different pump wavelengths at the fundamental 800 nm... The characteristics of supercontinuum produced by high-intensity femtosecond pulses were investigated under different interaction lengths, various pump intensities, different pump wavelengths at the fundamental 800 nm and its second-harmonic 400 nm. High transfer-efficiency supercontinuum with flat-top in liquid media was produced. As the main nonlinear mechanisms, the effects of self-phase modulation (SPM) and four-photon parametric emission were also investigated. 展开更多
关键词 TERAWATT FEMTOSECOND SUPERCONTINUUM chirped-pulse amplification.
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