AI ua rau cov khoom siv optoelectronic siv tau laser sib txuas lus

AI ua raucov khoom siv hluav taws xobrau kev sib txuas lus laser

Hauv kev tsim cov khoom siv optoelectronic, kev txawj ntse cuav kuj siv dav, suav nrog: kev tsim qauv zoo ntawm cov khoom siv optoelectronic xws licov lasers, kev tswj kev ua tau zoo thiab kev piav qhia txog qhov tseeb thiab kev kwv yees. Piv txwv li, kev tsim cov khoom siv optoelectronic xav tau ntau lub sijhawm ua haujlwm simulation kom pom cov qauv tsim zoo tshaj plaws, lub voj voog tsim ntev, qhov nyuaj tsim ntau dua, thiab kev siv cov algorithms txawj ntse tuaj yeem ua rau lub sijhawm simulation luv dua thaum lub sijhawm tsim khoom siv, txhim kho kev tsim khoom siv thiab kev ua haujlwm ntawm cov khoom siv, 2023, Pu et al. tau tawm tswv yim txog cov qauv qauv ntawm femtosecond mode-locked fiber lasers siv cov neural networks rov ua dua. Tsis tas li ntawd, kev siv tshuab txawj ntse kuj tseem tuaj yeem pab tswj kev tswj hwm kev ua tau zoo ntawm cov khoom siv optoelectronic, ua kom zoo dua qhov ua tau zoo ntawm lub zog tso zis, wavelength, pulse shape, beam intensity, theem thiab polarization los ntawm kev kawm tshuab algorithms, thiab txhawb kev siv cov khoom siv optoelectronic siab heev hauv cov teb ntawm optical micromanipulation, laser micromachining thiab qhov chaw optical kev sib txuas lus.

Kev siv tshuab txawj ntse kuj tseem siv rau qhov tseeb thiab kev kwv yees ntawm kev ua tau zoo ntawm cov khoom optoelectronic. Los ntawm kev tshuaj xyuas cov yam ntxwv ua haujlwm ntawm cov khoom thiab kev kawm ntau cov ntaub ntawv, kev hloov pauv kev ua tau zoo ntawm cov khoom optoelectronic tuaj yeem kwv yees tau raws li ntau yam xwm txheej. Cov thev naus laus zis no yog qhov tseem ceeb heev rau kev siv cov khoom optoelectronic. Cov yam ntxwv birefringence ntawm mode-locked fiber lasers yog tus cwj pwm raws li kev kawm tshuab thiab kev sawv cev tsis tshua muaj hauv kev sim lej. Los ntawm kev siv cov txheej txheem tshawb nrhiav tsis tshua muaj los sim, cov yam ntxwv birefringence ntawmcov laser fiber ntauraug cais tawm thiab lub kaw lus raug kho.

Nyob rau hauv thaj teb ntawmkev sib txuas lus laser, thev naus laus zis txawj ntse feem ntau suav nrog thev naus laus zis tswj kev txawj ntse, kev tswj hwm network thiab kev tswj hwm beam. Hais txog thev naus laus zis tswj kev txawj ntse, kev ua tau zoo ntawm lub laser tuaj yeem ua kom zoo dua los ntawm cov algorithms ntse, thiab qhov txuas kev sib txuas lus laser tuaj yeem ua kom zoo dua, xws li kho lub zog tso zis, wavelength thiab cov duab ntawm lub plawv dhia.laser thiab xaiv txoj kev xa xov zoo tshaj plaws, uas ua rau muaj kev ntseeg siab thiab kev ruaj khov ntawm kev sib txuas lus laser. Hauv kev tswj hwm network, kev ua haujlwm ntawm kev xa cov ntaub ntawv thiab kev ruaj khov ntawm network tuaj yeem txhim kho los ntawm cov txheej txheem txawj ntse, piv txwv li, los ntawm kev tshuaj xyuas cov tsheb khiav hauv network thiab cov qauv siv los kwv yees thiab tswj cov teeb meem kev sib tsoo hauv network; Tsis tas li ntawd, cov thev naus laus zis txawj ntse tuaj yeem ua cov haujlwm tseem ceeb xws li kev faib cov peev txheej, kev xa mus, kev kuaj pom qhov txhaum thiab kev rov qab los ua kom tiav kev ua haujlwm thiab kev tswj hwm network zoo, yog li muab cov kev pabcuam sib txuas lus txhim khu kev qha dua. Hauv kev tswj hwm ntse ntawm lub teeb, cov thev naus laus zis txawj ntse kuj tseem tuaj yeem ua tiav kev tswj hwm qhov tseeb ntawm lub teeb, xws li kev pab kho qhov kev taw qhia thiab cov duab ntawm lub teeb hauv kev sib txuas lus laser satellite kom hloov kho rau qhov cuam tshuam ntawm kev hloov pauv hauv qhov nkhaus ntawm lub ntiaj teb thiab kev cuam tshuam huab cua, kom ntseeg tau tias muaj kev ruaj khov thiab kev ntseeg siab ntawm kev sib txuas lus.


Lub sijhawm tshaj tawm: Lub Rau Hli-18-2024