Yue Tian

Title: Innovations by Yue Tian in Machine Learning-Based Volume Diagnosis

Introduction

Yue Tian is an accomplished inventor based in Wilsonville, OR (US). She has made significant contributions to the field of machine learning, particularly in the area of volume diagnosis procedures. Her innovative work focuses on enhancing the accuracy of diagnosing root cause distributions in circuit dies.

Latest Patents

Yue Tian holds a patent for her invention titled "Machine learning-based adjustments in volume diagnosis procedures for determination of root cause distributions." This patent describes a computing system that includes a model training engine designed to train a supervised learning model using a training set of probability distributions. The system also features a volume diagnosis adjustment engine that computes and adjusts probability distributions for circuit dies that have failed scan testing. This innovative approach aims to improve the determination of global root cause distributions for multiple circuit dies.

Career Highlights

Yue Tian is currently employed at Siemens Industry Software GmbH, where she applies her expertise in machine learning and diagnostics. Her work has been instrumental in advancing the capabilities of diagnostic procedures within the industry.

Collaborations

Yue collaborates with talented professionals such as Gaurav Veda and Wu-Tung Cheng, contributing to a dynamic and innovative work environment.

Conclusion

Yue Tian's contributions to machine learning and volume diagnosis procedures exemplify the impact of innovative thinking in technology. Her patent and work at Siemens Industry Software GmbH highlight her role as a leading inventor in her field.