tag: data analytics

AI For Test: The New Frontier
By Christophe Begue - 08 May, 2025 - Comments: 0

Dr. Ming Zhang, PDF Solutions vice president of Fabless Solutions, delivered the keynote at the TestConX 2025 conference in March. As he began his presentation, Ming borrowed the “learn, explore and share” line from Ira Feldman, the organizer of the conference, to set the tone of his talk. He promised to share what he and PDF Solutions learned and what’s useful and what’s not useful as ... » read more

Accelerating Digital Transformation With Tight Integration Of Manufacturing Data
By Jonathan Holt - 17 Mar, 2025 - Comments: 0

Many semiconductor companies are involved in digital transformation of their overall processes and operations. Manufacturing is one of the most critical and value generating processes in a semiconductor company. Being able to tightly integrate manufacturing with the rest of the enterprise is a critical element of a successful digital transformation program. Recognizing the value of real-time... » read more

Understanding And Navigating The Complexities of Health Monitoring For Power Supplies
By Infineon - 06 Mar, 2025 - Comments: 0

This white paper introduces an innovative solution, which is designed to transform traditional reliability prediction procedures into the industry’s first commercially available embedded power supply health monitoring solution. This approach uses cutting-edge embedded data analytics on real-time telemetry data and a power system reliability model to dynamically recalculate the failure rate of... » read more

IC Equipment Communication Standards Struggle As Data Volumes Grow
By Anne Meixner - 11 Feb, 2025 - Comments: 0

The tsunami of data produced during wafer fabrication cannot be effectively leveraged without standards. They determine how data is accessed from equipment, which users need data access and when, and how fast it can be delivered. On top of that, best practices in data governance and data quality are needed to effectively interpret collected data and transfer results. When fab automation and ... » read more

Semiconductor Manufacturing’s Transformational Challenges
By John Kibarian - 14 Jan, 2025 - Comments: 0

Semiconductor manufacturing is going through massive transformational challenges driven by strong demand for advanced computing, fueled by AI, cloud, the electrification of the economy, and the need for compute power in data centers to support these applications. With the slowdown of Moore’s Law, more compute power will not be achieved by just increasing transistor density. Not only is Moo... » read more

Understanding Test Quality In Semiconductor Devices: An Overview
By Ken Butler - 10 Dec, 2024 - Comments: 0

When it comes to semiconductor device testing, the primary goal is to ensure that each device meets functional and performance specifications. Testing also plays a crucial role in confirming that products will work as intended in real-world applications. However, defects in the manufacturing process can be a hindrance, making testing an essential step for quality assurance. Why test matters: F... » read more

Aftermarket Sensors Boost Yield In Wafer Fabs
By Anne Meixner - 10 Dec, 2024 - Comments: 0

Third-party sensors are being added into fab equipment to help boost yield and to extend the life of expensive tools, supplementing the sensors that come with equipment used in fabs. The data gleaned from those sensors has broad uses within the fab. It can measure process module performance, identify defect sources, and alert fabs of impending equipment failure. And when coupled with machine... » read more

AI Predictive Modeling Tools Move Into Critical Role To Leverage AI, ML
By John Kibarian - 10 Dec, 2024 - Comments: 0

The semiconductor industry, as always, is at the forefront of transformational technological innovation, driving escalating complexity of manufacturing processes that extend time-to-market delivery, inflate research and development costs, and lead to expensive delays when problems arise. As manufacturers navigate these challenges, the need for comprehensive prediction of manufacturing proble... » read more

Getting The Biggest ROI On Your Digital Twin
By Sean King - 12 Nov, 2024 - Comments: 0

In the semiconductor industry, digital twins are the focus of a lot of attention, with substantial investments from industry players and governments alike. This year the European Union and the United States have pledged hundreds of millions of dollars in grants and funding opportunities, including the new CHIPS Digital Twin Manufacturing USA Institute. Ultimately, many people see great value in... » read more

AI’s Ability To Deliver Breakthroughs Across Semiconductor Design And Manufacturing
By John Kibarian - 12 Nov, 2024 - Comments: 0

AI holds great promise for our industry. It will help close the divide between design, manufacturing and test that is required to effectively produce today’s most advanced hybrid devices. One way to look at the potential impact of AI in the semiconductor industry is to realize that it is more and more driven by software engineering. When designing a chip, it’s essentially like writing... » read more

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