This inventor holds 5 USPTO granted patents and 2 published patent applications. Top assignee: United Microelectronics Corp.. Active years: 2019-2026.
Company Filing History:
Years Active: 2019-2026
Title: Da-Ching Liao: Innovator in Training Apparatus and Process Analysis
Introduction
Da-Ching Liao is a notable inventor based in Taichung, Taiwan. He has made significant contributions to the fields of training apparatus and process analysis, holding a total of 5 patents. His innovative work focuses on enhancing training methods and analyzing process outputs, which are crucial in various industrial applications.
Latest Patents
One of Liao's latest patents is a "Training apparatus and training method for providing sample size expanding model." This invention includes a normalizing unit that receives a training data set with at least one numeric predictor factor and a numeric response factor. The apparatus features an encoding unit that trains the data set in an initial encoding layer and at least one deep encoding layer. Additionally, a modeling unit extracts a mean vector and a variance vector, which are input into a latent hidden layer to obtain the sample size expanding model. The invention also includes a decoding unit and a verifying unit that ensures the model's accuracy.
Another significant patent is the "Method for analyzing process output and method for creating equipment parameter model." This method involves obtaining a plurality of process steps and utilizing a processor to create a step model set. The processor calculates correlations among first step regression models and selects the top-ranked models to form second step regression models. This innovative approach enhances the understanding of process outputs and equipment parameters.
Career Highlights
Da-Ching Liao is currently employed at United Microelectronics Corporation, where he applies his expertise in developing advanced technologies. His work has been instrumental in improving training methodologies and process analysis techniques, making a lasting impact in the industry.
Collaborations
Liao collaborates with talented individuals such as Chien-Hung Chen and Ya-Ching Cheng, who contribute to his innovative projects. Their teamwork fosters a creative environment that leads to groundbreaking advancements in their respective fields.
Conclusion
Da-Ching Liao's contributions to training apparatus and process analysis exemplify the spirit of innovation. His patents reflect a commitment to enhancing methodologies that benefit various industries. Through his work at United Microelectronics Corporation and collaborations with skilled colleagues, Liao continues to push the boundaries of technology and innovation.