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Automated semiconductor defect inspection in scanning electron microscope images: a systematic review
A growing need exists for efficient and accurate methods for detecting defects in
semiconductor materials and devices. These defects can have a detrimental impact on the …
semiconductor materials and devices. These defects can have a detrimental impact on the …
Accurate lithography hotspot detection using deep convolutional neural networks
M Shin, JH Lee - Journal of Micro/Nanolithography, MEMS …, 2016 - spiedigitallibrary.org
As the physical design of semiconductors continues to shrink, the lithography process is
becoming more sensitive to layout design. Identifying lithography hotspots (HSs) in the …
becoming more sensitive to layout design. Identifying lithography hotspots (HSs) in the …
Electron Microscopy-based Automatic Defect Inspection for Semiconductor Manufacturing: A Systematic Review
In this review, automatic defect inspection algorithms that analyze Electron Microscope (EM)
images of Semiconductor Manufacturing (SM) products are identified, categorized, and …
images of Semiconductor Manufacturing (SM) products are identified, categorized, and …
Mask defect detection with hybrid deep learning network
P Evanschitzky, N Auth, T Heil… - Journal of Micro …, 2021 - spiedigitallibrary.org
Background: Deep learning is a very fast-growing field in the area of artificial intelligence
with remarkable results in recent years. Many works in the lithography and photomask field …
with remarkable results in recent years. Many works in the lithography and photomask field …
EUV photomask defects: what prints, what doesn't, and what is required for HVM
J Rankin, ZJ Qi, M Lawliss, E Narita… - Photomask …, 2015 - spiedigitallibrary.org
As Extreme Ultraviolet (EUV) lithography has matured, numerous imposing technical
challenges have been the focus of intense scrutiny, including the EUV radiation source …
challenges have been the focus of intense scrutiny, including the EUV radiation source …
Review of Advancements and Future Directions in the Fabrication of Microchannel Heat Sinks for Electronic Cooling
With the increasing demand for enhanced thermal performance and energy efficiency,
microchannel heat sinks (MCHSs) have garnered significant attention as an effective …
microchannel heat sinks (MCHSs) have garnered significant attention as an effective …
An EfficientNet-Based Transfer Learning System for Defect Classification in Manufacturing
In semiconductor manufacturing industry, automated systems are essential for efficient and
accurate identification of defects, prior to final product completion, to ensure quality and …
accurate identification of defects, prior to final product completion, to ensure quality and …
Monte Carlo sensitivity analysis of EUV mask reflectivity and its impact on OPC accuracy
Unlike optical masks which are transmissive optical elements, use of extreme ultraviolet
(EUV) radiation requires a reflective mask structure-a multi-layer coating consisting of …
(EUV) radiation requires a reflective mask structure-a multi-layer coating consisting of …
Enhanced defect detection capability using learning system for extreme ultraviolet lithography mask inspection tool with projection electron microscope optics
R Hirano, M Hatakeyama, K Terao… - Journal of Micro …, 2016 - spiedigitallibrary.org
Extreme ultraviolet lithography (EUVL) patterned mask defect detection is a major issue that
must be addressed to realize EUVL-based device fabrication. We have designed projection …
must be addressed to realize EUVL-based device fabrication. We have designed projection …