September 22, 2022

Pathfinding by process window modeling: Advanced DRAM capacitor patterning process window evaluation using virtual fabrication

With continuous device scaling, process windows have become narrower and narrower due to smaller feature sizes and greater process step variability [1]. A key task during the R&D stage of […]
February 11, 2022

Accelerating Semiconductor Process Development Using Virtual Design of Experiments

Design of Experiments (DOE) is a powerful concept in semiconductor engineering research and development.   DOEs are sets of experiments used to explore the sensitivity of experimental variables and their effect […]
June 16, 2021

Using a Virtual DOE to Predict Process Windows and Device Performance of Advanced FinFET Technology

Introduction With continuing FinFET device process scaling, micro loading control becomes increasingly important due to its significant impact on yield and device performance [1-2]. Micro-loading occurs when the local etch […]
October 23, 2020

Micro Loading and its Impact on Device Performance: A Wiggling Active Area Case in an Advanced DRAM Process

In a DRAM structure, the charging and discharging process of capacitor-based memory cells is directly controlled by the transistor [1].With transistor sizes approaching the lower limits of physical achievability, manufacturing […]
April 17, 2020

Identifying and Preventing Process Failures at 7nm

Using failure bin classification, yield prediction and process window optimization to predict and enhance yield Device yield is highly dependent upon proper process targeting and variation control of fabrication steps, […]