2019
DOI: 10.1103/physreva.99.053419
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Direct imaging of molecular rotation with high-order-harmonic generation

Abstract: Direct imaging of molecular dynamics is a long-standing goal in physics and chemistry. As an emerging tool, high-harmonic spectroscopy (HHS) enables accessing molecular dynamics on femtosecond to attosecond time scales. However, decoding information from the harmonic signals is usually painstaking due to the coherent nature of high-harmonic generation (HHG). Here we show that this obstacle can be effectively overcome by exploiting machine learning in HHS. Combining the machine learning with an angle-resolved H… Show more

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Cited by 47 publications
(23 citation statements)
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“…Depending on their different boundary conditions, plasmons in metals can be divided into bulk plasmons and surface plasmons (SPs) [32][33][34]. Furthermore, surface plasmons can be subdivided into two categories: the first is conductive surface plasmon polaritons (SPPs), which occur at the metal-dielectric interface in the form of longitudinal waves, and the second is localized surface plasmons (LSPs), which are bound near metal structures.…”
Section: Basic Principle Of Surface Plasmonsmentioning
confidence: 99%
“…Depending on their different boundary conditions, plasmons in metals can be divided into bulk plasmons and surface plasmons (SPs) [32][33][34]. Furthermore, surface plasmons can be subdivided into two categories: the first is conductive surface plasmon polaritons (SPPs), which occur at the metal-dielectric interface in the form of longitudinal waves, and the second is localized surface plasmons (LSPs), which are bound near metal structures.…”
Section: Basic Principle Of Surface Plasmonsmentioning
confidence: 99%
“…[ 16 ] Recently, angle‐resolved high‐order‐harmonic spectroscopy was used for generation of a molecular “rotational movie” with the help of iterative machine learning procedure. [ 17 ]…”
Section: Introductionmentioning
confidence: 99%
“…[ 1 ] During the recombination step, the returning electrons release its accumulated kinetic energy as bright coherent extreme ultraviolet (EUV) and soft X‐Ray radiations with attosecond duration. [ 2–6 ] The generation of attosecond pulses offers the opportunity to probe and control ultrafast electron dynamics inside atoms, [ 7–13 ] molecules, [ 14–18 ] nanostructures, and solids [ 19–26 ] with unprecedented spatial and temporal resolutions, which has been a topic of great interest in attosecond science.…”
Section: Introductionmentioning
confidence: 99%