Shauh-Teh Juang

Title: Innovations by Shauh-Teh Juang

Introduction

Shauh-Teh Juang is a notable inventor based in Zhubei, Taiwan. He has made significant contributions to the field of electronic device manufacturing, particularly in the realm of machine learning. With a total of 2 patents, his work focuses on enhancing manufacturing processes through innovative methods and mechanisms.

Latest Patents

One of his latest patents is titled "Methods and mechanisms for preventing fluctuation in machine-learning model performance." This invention involves an electronic device manufacturing system that receives input data reflecting features related to the manufacturing process of a substrate. The system generates a characteristic sequence that defines the relationship between manufacturing parameters and determines the relationship between variables related to the feature and the characteristic sequence. It also calculates a weight based on this relationship and applies it to the feature, ultimately training a machine-learning model with the weighted feature.

Another significant patent by Juang is "Methods and mechanisms for generating virtual knobs for model performance tuning." This invention also utilizes an electronic device manufacturing system that processes input data related to a substrate's manufacturing process. The system trains a machine-learning model based on this input data and modifies the model in view of the virtual knob for the feature, enhancing the overall performance tuning process.

Career Highlights

Shauh-Teh Juang is currently employed at Applied Materials, Inc., a leading company in the field of materials engineering. His work at this organization has allowed him to develop and refine his innovative ideas, contributing to advancements in electronic device manufacturing.

Collaborations

Some of his notable coworkers include Jui-Che Lin and Chao-Hsien Lee. Their collaboration has likely fostered an environment of innovation and creativity, leading to the development of groundbreaking technologies.

Conclusion

Shauh-Teh Juang's contributions to the field of electronic device manufacturing through his patents demonstrate his commitment to innovation and excellence. His work continues to influence the industry and pave the way for future advancements.