tag: semiconductor manufacturing

Applications, Challenges For Using AI In Fabs
By Mark LaPedus - 14 Apr, 2021 - Comments: 0

Experts at the Table: Semiconductor Engineering sat down to discuss chip scaling, transistors, new architectures, and packaging with Jerry Chen, head of global business development for manufacturing & industrials at Nvidia; David Fried, vice president of computational products at Lam Research; Mark Shirey, vice president of marketing and applications at KLA; and Aki Fujimura, CEO of D2S. Wh... » read more

National Security And Artificial Intelligence
By Paul McLellan - 08 Apr, 2021 - Comments: 0

The (U.S.) National Security Commission on Artificial Intelligence recently published its final report. The report is 756 pages long, so I am not going to claim that I've read it all. I read the introduction and some of the conclusion, and the chapter on microelectronics (basically, semiconductors and advanced packaging). To give you a flavor, here are the opening paragraphs of the "Letter f... » read more

AI In Inspection, Metrology, And Test
By Susan Rambo And Ed Sperling - 06 Apr, 2021 - Comments: 0

AI/ML is creeping into multiple processes within the fab and packaging houses, although not necessarily for the purpose it was originally intended. The chip industry is just beginning to learn where AI makes sense and where it doesn't. In general, AI works best as a tool in the hands of someone with deep domain expertise. AI can do certain things well, particularly when it comes to pattern m... » read more

Washington Takes Key Steps to Bolster U.S. Semiconductor Manufacturing And Supply Chains
By Kimberly Ekmark - 23 Mar, 2021 - Comments: 0

Recent semiconductor supply chain constraints have drawn the attention of Washington policymakers at every level. Exasperated by the global pandemic, customers of semiconductor manufacturers have sounded the alarm about the chip shortage and the downstream consequences for end-user companies and consumers. Global automakers have suffered the brunt of the impact, shuttering factories and slashin... » read more

Week In Review: Manufacturing, Test
By Mark LaPedus - 12 Feb, 2021 - Comments: 0

Chipmakers The U.S. Semiconductor Industry Association (SIA) and several chip executives have sent a joint letter to President Biden, urging the administration to include substantial funding for semiconductor manufacturing and research in the U.S. As reported, the share of global semiconductor manufacturing capacity in the U.S. has decreased from 37% in 1990 to 12% today. “Semiconductors pow... » read more

Data Issues Mount In Chip Manufacturing
By Anne Meixner - 09 Feb, 2021 - Comments: 2

For yield management systems the old calculation adage, "garbage in/garbage out" still rings true. Aligning and cleaning data remains a dirty business. With the increased value in data in the semiconductor supply chain, there now are essentially two supply chains running in parallel. One involves the physical product being created, while the other includes the data associated with each proce... » read more

Week In Review: Manufacturing, Test
By Mark LaPedus - 29 Jan, 2021 - Comments: 0

Packaging and test Intel has invested an additional $475 million in its chip assembly and test manufacturing facility in the Saigon Hi-Tech Park (SHTP) in Vietnam. This takes Intel’s total investment in the Vietnam facility to $1.5 billion. The site assembles and tests Intel’s 5G products and processors. TSMC recently announced a huge increase in capital spending for 2021. A large perce... » read more

Too Much Fab And Test Data, Low Utilization
By Anne Meixner - 12 Jan, 2021 - Comments: 7

Can there be such a thing as too much data in the semiconductor and electronics manufacturing process? The answer is, it depends. An estimated 80% or more of the data collected across the semiconductor supply chain is never looked at, from design to manufacturing and out into the field. While this may be surprising, there are some good reasons: Engineers only look at data necessary to s... » read more

Using Analytics To Reduce Burn-in
By Anne Meixner - 12 Jan, 2021 - Comments: 3

Silicon providers are using adaptive test flows to reduce burn-in costs, one of the many approaches aimed at stemming cost increases at advanced nodes and in advanced packages. No one likes it when their cell phone fails within the first month of ownership. But the problems are much more pressing when the key components in data warehouse servers or automobiles fail. Reliability expectations ... » read more

Week In Review: Manufacturing, Test
By Mark LaPedus - 08 Jan, 2021 - Comments: 0

Market research For some time, China has faced an enormous trade gap in semiconductors. In response, China has been developing its semiconductor industry with plans to make more of its chips. But China is expected to fall far short of its “Made in China 2025” goals for IC production, according to IC Insights. “IC Insights forecasts China-produced ICs will represent only 19.4% of its I... » read more

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