An Improved 3D OPC Method for the Fabrication of High-Fidelity Micro Fresnel Lenses [PDF]
Based on three-dimensional optical proximity correction (3D OPC), recent advancements in 3D lithography have enabled the high-fidelity customization of 3D micro-optical elements.
Fei Peng +3 more
doaj +2 more sources
Improvement of YX42° Cut LiTaO3 SAW Filters with Optical Proximity Effect Correction Method [PDF]
Due to the influence of the optical proximity effect (OPE), it is easy for a pattern of photoresistance to be inconsistent with a design pattern, thus damaging the performance of a SAW resonator. To solve this problem, this paper proposes an optimization
Ping Luo +9 more
doaj +2 more sources
Inverse Lithography Technology (ILT) Under Chip Manufacture Context [PDF]
As semiconductor process nodes shrink to 3 nm and beyond, traditional optical proximity correction (OPC) and resolution enhancement technologies (RETs) can no longer meet the high patterning precision needs of advanced chip manufacturing due to the sub ...
Xiaodong Meng, Cai Chen, Jie Ni
doaj +2 more sources
Adaptive reinforcement learning for lithography optimization: a scalable AI-driven solution for next-generation semiconductor manufacturing [PDF]
Semiconductor lithography, a pivotal process in integrated circuit (IC) fabrication, accounts for approximately 30% of production costs and faces significant challenges as feature sizes shrink to sub-nanometer scales.
Umar Rashid +5 more
doaj +2 more sources
300 mm Large Area Wire Grid Polarizers with 50 nm Half-Pitch by ArF Immersion Lithography
The large area wire grid polarizers (LA-WGPs) with 50 nm half-pitch were fabricated using ArF immersion lithography overcoming the limit of the shot field size.
Jungchul Song +5 more
doaj +1 more source
Optical Proximity Correction Using Machine Learning Assisted Human Decision
Optical proximity correction (OPC) is a critical step in semiconductor manufacturing due to its high complexity and significant influence on the subsequent process steps. Conventional OPC using the Maxwell equation can become more and more challenging as
Albert Lin +5 more
doaj +1 more source
Machine Learning based Optical Proximity Correction Techniques
The shrinking of the size of the advanced technological nodes brings up new challenges to the semiconductor manufacturing community. The optical proximity correction (OPC) is invented to reduce the errors of the lithographic process. The conventional OPC
Pengpeng Yuan +4 more
doaj +1 more source
Study of Inverse Lithography Approaches based on Deep Learning
Computational lithography (CL) has become an indispensable technology to improve imaging resolution and fidelity of deep sub-wavelength lithography. The state-of-the-art CL approaches are capable of optimizing pixel-based mask patterns to effectively ...
Xianqiang Zheng +4 more
doaj +1 more source
Fast and Robust DCNN Based Lithography SEM Image Contour Extraction Models
Scanning electron microscope (SEM) metrology is critical in semiconductor manufacturing for patterning process quality assessment and monitoring. Besides feature width and feature-feature space dimension measurements from critical dimension SEM (CDSEM ...
Tao Zhou +9 more
doaj +1 more source
Intelligent Photolithography Corrections Using Dimensionality Reductions
With the shrinking of the IC technology node, optical proximity effects (OPC) and etch proximity effects (EPC) are the two major tasks in advanced photolithography patterning.
Parag Parashar +8 more
doaj +1 more source

