Leveraging ML to easily identify and classify wafer spatial patterns in semiconductor manufacturing. … Read More
semiconductor yield
Using Predictive Data Analytics in Manufacturing
Predictive analysis capabilities provide deep insights for production optimization and can predict failures based on anomalies in the data. … Read More
Installing yield software early in a ramp up
The accessibility of all data for cross-correlation and deep dives into potential culprits of yield loss is a decisive factor in the success of a yield ramp – whether for a new product, a new process line or a completely new fab. … Read More
Multivariate Analysis for Full Process Visibility
Multivariate analysis, also known as multivariate monitoring, enables the detection of issues that are invisible when viewing individual parameters. … Read More
Preventing process excursion with AI & yield management software (YMS)
Early detection and analysis of process excursions decreases wafer scraps, prevents yield loss and saves engineering and manufacturing resources. … Read More
What is achievable with a Yield Management System?
Cutting-edge Yield Management Systems integrate Big Data, Smart Data, Machine Learning and AI analytics to enable semiconductor manufacturers to gain deep insight fast and save costs. … Read More
Advanced Quality Module incl. Part Average Testing (PAT)
Automotive and other quality-critical microchip suppliers have specified and rigorous requirements in order to achieve zero defects and enhance quality control and reliability. Part Average Testing (PAT) is one of the fundamental features of the Advanced Quality Module. … Read More
Integrating siloed data in semiconductor manufacturing
By using patented algorithms, the collected data is aggregated and stored in one standardized data warehouse. Once the manufacturing data is combined, it can be analyzed with a yield analytics software which also alerts yield and test engineers of any irregularities occurring in the data. … Read More
Semiconductor Test and Yield Data Visualization
Semiconductor manufacturing generates enormous volumes of data. A Yield Management Solution quickly loads the data and transforms it into useful, actionable information. … Read More
DR YIELD presents yield data analytics & AI applications for semiconductor manufacturing at SEMICON West 2022
With increased computational capabilities, the importance of artificial intelligence (AI) and machine learning (ML) in semiconductor manufacturing is ever growing.
At SEMICON West 2022, DR YIELD will present the importance of AI and machine learning in semiconductor manufacturing with a focus on yield data analytics. … Read More
