Company Filing History:
Years Active: 2021-2025
Title: Innovations of Ying-Shiun Li in Thermal Management Technologies
Introduction
Ying-Shiun Li is a prominent inventor based in Pleasanton, CA, known for his significant contributions to thermal management technologies. With a total of five patents to his name, he has developed innovative systems and methods that enhance the resolution of integrated circuit (IC) thermal profiles. His work is crucial in the field of machine learning applications for thermal analysis.
Latest Patents
Ying-Shiun Li's latest patents include groundbreaking technologies such as "Systems and methods for machine learning based fast static thermal solver." This invention describes machine-assisted systems that utilize a neural network-based predictor to determine temperature rises across an entire IC. The training process involves generating representations of multiple templates that identify different portions of the IC, performing thermal simulations, and training a neural network to create a detailed thermal profile.
Another notable patent is "Predicting on chip transient thermal response in a multi-chip system using an RNN-based predictor." This invention also focuses on enhancing IC thermal profiles through machine learning. It includes generating representations of templates, conducting thermal simulations based on power patterns, and training a neural network with data collected from these simulations.
Career Highlights
Ying-Shiun Li is currently employed at Ansys, Inc., where he continues to push the boundaries of thermal management technologies. His work has been instrumental in developing advanced solutions that address the challenges of thermal analysis in integrated circuits.
Collaborations
Throughout his career, Ying-Shiun Li has collaborated with notable colleagues, including Norman H. Chang and Hsiming Pan. These collaborations have contributed to the advancement of innovative technologies in the field.
Conclusion
Ying-Shiun Li's contributions to thermal management through his patents and work at Ansys, Inc. highlight his role as a leading inventor in the industry. His innovative approaches to machine learning and thermal analysis are paving the way for future advancements in integrated circuit technology.
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