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How And Where ML Is Being Used In IC Manufacturing


Semiconductor Engineering sat down to discuss the issues and challenges with machine learning in semiconductor manufacturing with Kurt Ronse, director of the advanced lithography program at Imec; Yudong Hao, senior director of marketing at Onto Innovation; Romain Roux, data scientist at Mycronic; and Aki Fujimura, chief executive of D2S. What follows are excerpts of that conversation. Part one ... » read more

Manufacturing Bits: March 31


Whiskey webs The production and sale of counterfeit wine and spirits is becoming a big and nefarious business. Using time-lapse microscopy, researchers have developed a way to detect counterfeit whiskey. To detect counterfeit whiskey, the University of Louisville and North Carolina State University have uncovered the mechanism behind what researchers call “whiskey webs.” Whiskey webs... » read more

Week In Review: Manufacturing, Test


Chipmakers TrendForce has released its projected foundry rankings in terms of sales for the first quarter. TSMC is still in first place, followed by Samsung, GlobalFoundries and UMC. Samsung has been ramping up chips based on its 7nm logic process using extreme ultraviolet (EUV) lithography. Now, Samsung is ramping up its DRAM devices using EUV and plans to expand its capacity in the arena.... » read more

What Machine Learning Can Do In Fabs


Semiconductor Engineering sat down to discuss the issues and challenges with machine learning in semiconductor manufacturing with Kurt Ronse, director of the advanced lithography program at Imec; Yudong Hao, senior director of marketing at Onto Innovation; Romain Roux, data scientist at Mycronic; and Aki Fujimura, chief executive of D2S. What follows are excerpts of that conversation. L-R:... » read more

Manufacturing Bits: March 24


Autonomous microscopes FLEET, also known as the ARC Centre of Excellence in Future Low-Energy Electronics Technologies, has developed an autonomous scanning probe microscopy (SPM) technology. SPM is an instrument that makes use of an atomically sharp probe. The probe is placed in close proximity above the surface of a sample. With the probe, the SPM forms images of the surface of the sample... » read more

Memory Issues For AI Edge Chips


Several companies are developing or ramping up AI chips for systems on the network edge, but vendors face a variety of challenges around process nodes and memory choices that can vary greatly from one application to the next. The network edge involves a class of products ranging from cars and drones to security cameras, smart speakers and even enterprise servers. All of these applications in... » read more

Week In Review: Manufacturing, Test


The coronavirus (COVID-19) continues to have an impact on most, if not all, industries. This includes the electronics, semiconductor and related segments. International Data Corp. (IDC) has released a report on the company’s view on the impact the COVID-19 virus will have on the semiconductor market. The report provides a framework to evaluate the market impact through four scenarios. "... » read more

Auto Outlook: Down But Not Out


For years, automotive has been an engine of growth in the semiconductor industry, although the market is expected to decline in 2020. Several types of chips are used in automobiles, such as analog, memory, microcontrollers, processors and RF. But the automotive IC business still represents a small percentage of the overall semiconductor market. It pales in comparison to the smartphone chip m... » read more

Improving EUV Process Efficiency


The semiconductor industry is rethinking the manufacturing flow for extreme ultraviolet (EUV) lithography in an effort to improve the overall process and reduce waste in the fab. Vendors currently are developing new and potentially breakthrough fab materials and equipment. Those technologies are still in R&D and have yet to be proven. But if they work as planned, they could boost the flo... » read more

Manufacturing Bits: March 17


Making MXenes Drexel University and the Materials Research Center in the Ukraine have devised a system for use in making large quantities of MXenes, a promising set of materials used for energy storage and related applications. A class of two-dimensional inorganic compounds, MXenes consist of thin atomic layers. The materials are based on transition metal carbides, nitrides or carbonitrides... » read more

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