Using Deep Data For Improved Reliability Testing


Reliability testing always has been a challenge for semiconductor companies, but it’s becoming much more difficult as devices continue to shrink, as they’re integrated together in advanced packages, and as they’re utilized under different conditions with life expectancy that varies by application and use case. Nir Sever, senior director of business development at proteanTecs, and Luca Mor... » read more

Fabs Begin Ramping Up Machine Learning


Fabs are beginning to deploy machine learning models to drill deep into complex processes, leveraging both vast compute power and significant advances in ML. All of this is necessary as dimensions shrink and complexity increases with new materials and structures, processes, and packaging options, and as demand for reliability increases. Building robust models requires training the algorithms... » read more

Smart Manufacturing Advances The Next Generation Of Semiconductor Chips


Semiconductor devices are ubiquitous in our everyday lives and foundational to today’s communication, education, manufacturing, health, and transportation industries. From the moment our phone’s alarm clock wakes us up to unwinding by streaming our favorite shows, it’s difficult to imagine modern life without the devices that semiconductors enable. To keep pace with performance and ... » read more

Shaping A Sustainable $1 Trillion Era


The semiconductor industry remains on course to reach a total of US$1 trillion in global revenue by 2030, with the journey from US$600 billion expected to take just a decade. At the CEO Summit during SEMICON Europa 2023, SEMI Europe President Laith Altimime attributed this remarkable growth to powerful megatrends, most notably artificial intelligence (AI). AI, in turn, is creating new opport... » read more

Semiconductor Device Manufacturing Process Challenges And Opportunities


Semiconductor device manufacturing involves a complex series of processes that transform raw materials into finished devices. The process typically involves four major stages: wafer fabrication, wafer testing, assembly or packaging, and final testing. Each stage has its own unique set of challenges and opportunities. The semiconductor device manufacturing process faces several challenges, inclu... » read more

Rebalancing Test And Yield In IC Manufacturing


Balancing yield and test is essential to semiconductor manufacturing, but it's becoming harder to determine how much weight to give one versus the other as chips become more specialized for different applications. Yield focuses on maximizing the number of functional chips from a production batch, while test aims to ensure that each chip meets rigorous quality and performance standards. And w... » read more

Integration Challenges For ATE Data


Tighter integration of automatic test equipment (ATE) into semiconductor manufacturing, so that data from one process can be seamlessly leveraged by another, holds significant promise to boost manufacturing efficiency and yield. The challenge is selling this concept to fabs, packaging houses, and their customers. Data involving yield parameters, process variations, and intricate details abou... » read more

Chip Industry Week In Review


By Susan Rambo, Liz Allan, and Gregory Haley. TSMC rolled out the second version of its 3Dblox, which creates an infrastructure for stacking chiplets and other necessary components in a package, along with a standardized way of achieving that. Two novel features are chiplet mirroring for design reuse, and what is basically sandbox for power and thermal analysis of different design elements. ... » read more

Data Management Challenges In Heterogeneous Systems


Experts at the Table: Semiconductor Engineering sat down to discuss issues in smart manufacturing of chips, including data management, chiplets, and standards, with Mujtaba Hamid, general manager for product management for secure cloud environments at Microsoft; Vijaykishan Narayanan, vice president and general manager of India engineering and operations at proteanTecs; KT Moore, vice presiden... » read more

Fab And Field Data Transforming Manufacturing Processes


The ability to capture, process, and analyze data in the field is transforming semiconductor metrology and testing, providing invaluable insight into a product's performance in real-time and under real-world conditions and use cases. Historically, data that encapsulates parameters such as power consumption, temperature, voltages, currents, timing, and other characteristics, was confined to d... » read more

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