[HTML][HTML] Optical wafer defect inspection at the 10 nm technology node and beyond

J Zhu, J Liu, T Xu, S Yuan, Z Zhang… - … Journal of Extreme …, 2022 - iopscience.iop.org
The growing demand for electronic devices, smart devices, and the Internet of Things
constitutes the primary driving force for marching down the path of decreased critical …

Development of a broadband Mueller matrix ellipsometer as a powerful tool for nanostructure metrology

S Liu, X Chen, C Zhang - Thin Solid Films, 2015 - Elsevier
Ellipsometric scatterometry has gained wide industrial applications in semiconductor
manufacturing after ten years of development. Among the various types of ellipsometers …

Machine learning aided solution to the inverse problem in optical scatterometry

S Liu, X Chen, T Yang, C Guo, J Zhang, J Ma, C Chen… - Measurement, 2022 - Elsevier
Optical scatterometry is the workhorse technique for in-line manufacturing process control in
the semiconductor industry. However, as manufacturing processes develop, traditional …

Mueller matrix imaging ellipsometry for nanostructure metrology

S Liu, W Du, X Chen, H Jiang, C Zhang - Optics express, 2015 - opg.optica.org
In order to achieve effective process control, fast, inexpensive, nondestructive and reliable
nanometer scale feature measurements are extremely useful in high-volume …

[HTML][HTML] Generic characterization method for nano-gratings using deep-neural-network-assisted ellipsometry

Z Jiang, Z Gan, C Liang, WD Li - Nanophotonics, 2024 - degruyter.com
As a non-destructive and rapid technique, optical scatterometry has gained widespread use
in the measurement of film thickness and optical constants. The recent advances in deep …

Regularized pseudo-phase imaging for inspecting and sensing nanoscale features

J Zhu, R Zhou, L Zhang, B Ge, C Luo, LL Goddard - Optics Express, 2019 - opg.optica.org
Recovering tiny nanoscale features using a general optical imaging system is challenging
because of poor signal to noise ratio. Rayleigh scattering implies that the detectable signal …

Condition-number-based measurement configuration optimization for nanostructure reconstruction by optical scatterometry

T Yang, X Chen, S Liu, J Zhang… - … Science and Technology, 2023 - iopscience.iop.org
The quality of the measured signature is influenced not only by the instrument's precision but
also by the selected measurement configuration. In optical scatterometry, the purpose of …

Automatic feature selection in EUV scatterometry

P Ansuinelli, WMJ Coene, HP Urbach - Applied Optics, 2019 - opg.optica.org
Scatterometry is an important nonimaging and noncontact method for optical metrology. In
scatterometry certain parameters of interest are determined by solving an inverse problem …

Improved deep-etched multilayer grating reconstruction by considering etching anisotropy and abnormal errors in optical scatterometry

J Zhu, S Liu, H Jiang, C Zhang, X Chen - Optics letters, 2015 - opg.optica.org
Accurate, fast, and nondestructive reconstruction of the etched nanostructures is important
for etching process control to achieve good fidelity, as well as high manufacturing yield. In …

Inverse optical scatterometry using sketch-guided deep learning

S Liu, X Chen, T Yang, J Zhang, S Liu - Optics Express, 2024 - opg.optica.org
Optical scatterometry, also referred to as optical critical dimension (OCD) metrology, is a
widely used technique for characterizing nanostructures in semiconductor industry. As a …