2019
DOI: 10.1364/ao.58.005916
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Automatic feature selection in EUV scatterometry

Abstract: Scatterometry is an important nonimaging and noncontact method for optical metrology. In scatterometry certain parameters of interest are determined by solving an inverse problem. This is done by minimizing a cost functional that quantifies the discrepancy among measured data and model evaluation. Solving the inverse problem is mathematically challenging owing to the instability of the inversion and to the presence of several local minima that are caused by correlation among parameters. This is a relevant issu… Show more

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Cited by 11 publications
(9 citation statements)
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“…To distinguish it from the 2-θ scatterometer, we call this type of angular scatterometer a scattering-angle-resolved scatterometer (The 2-θ scatterometer can be regarded as an incidenceangle-resolved scatterometer). To ensure that there is enough scattering information available for accurate profile reconstruction of short-pitch structures, light sources with short illumination wavelengths, such as an extreme ultraviolet (EUV) light source [236][237][238][239] or an x-ray light source [240][241][242][243], can be employed in scattering-angle-resolved scatterometers.…”
Section: Scatterometric Setupsmentioning
confidence: 99%
See 1 more Smart Citation
“…To distinguish it from the 2-θ scatterometer, we call this type of angular scatterometer a scattering-angle-resolved scatterometer (The 2-θ scatterometer can be regarded as an incidenceangle-resolved scatterometer). To ensure that there is enough scattering information available for accurate profile reconstruction of short-pitch structures, light sources with short illumination wavelengths, such as an extreme ultraviolet (EUV) light source [236][237][238][239] or an x-ray light source [240][241][242][243], can be employed in scattering-angle-resolved scatterometers.…”
Section: Scatterometric Setupsmentioning
confidence: 99%
“…In response to these challenges, future trends for optical scatterometry include the extension of illumination wavelengths to short or ultra-short ranges, such as EUV and x-rays [236][237][238][239][240][241][242][243], and making full use of light polarization [253,254] to improve measurement sensitivity. Also, since there is no single technique that can fully fulfill the measurement requirements (such as resolution, speed, precision) of a full set of structural parameters of a complex device, the combination or integration of multiple techniques, also known as hybrid or combined metrology, is an important trend that will extend the capability of current techniques [290,291].…”
Section: Future Trendsmentioning
confidence: 99%
“…As in the dimensional reconstructions of nanostructured surfaces by scatterometry in the soft X-ray and EUV spectral ranges [16]. Scatterometry problems are likely multi-modal [16,17], adjusting relevant optimization parameters such as the optical constants would automatically yield higher reliability. That is highly relevant for the scatterometry based metrology of Mo/Si MLMs, that are used in current EUV photomasks.…”
Section: Introductionmentioning
confidence: 99%
“…In the EUV range, many abundant elements' emission lines are found, thus making the EUV critical for spectroscopic studies, both terrestrial and celestial [1]- [3]. In the last two decades, EUV radiation has been utilized for scatterometry of nanostructures [4], [5], microscopy [7], ptychography [6], Magnetic Circular Dichroism (MCD) studies apart from other fields [8], [9]. In 2010, ASML's Extreme Ultraviolet Lithography (EUVL) systems using a wavelength of 13.5 nm with a Numerical Aperture (NA) of 0.25 were introduced [10].…”
Section: Introductionmentioning
confidence: 99%
“…Scatterometry is a robust noncontact and efficient solution for EUV photomasks metrology. Concerning periodic structures such as gratings, scatterometry is a powerful characterization method for inferring information about the structure's geometrical characteristics such as roughness, Sidewall Angle (SWA) and Critical Dimension (CD) [14] [15]. Being noncontact and efficient, scatterometry has advantages over other widely used EUV photomasks metrology approaches such as electron microscopy and Atomic Force Microscopy (AFM) [16].…”
Section: Introductionmentioning
confidence: 99%