Center For Deep Learning In Electronics Manufacturing: Bringing Deep Learning To Production For Photomask Manufacturing


The Center for Deep Learning in Electronics Manufacturing (CDLe) was formed as an alliance between D2S, Mycronic and NuFlare Technology in autumn 2018. Assignees from each alliance partner worked with deep learning (DL) experts under the leadership of Ajay Baranwal, director of CDLe. The CDLe’s mission was to 1) turn DL into a core competency inside each of the companies and 2) do DL projects... » read more

Deep Learning (DL) Applications In Photomask To Wafer Semiconductor Manufacturing


Published by the eBeam Initiative Member Companies (February 2023), this list of artificial intelligence (AI) systems used by member companies in their semiconductor manufacturing products shows progress. New examples of systems using AI include: image processing and parameter tuning in lithography tool mask metrology system B-SPline Control Point generation tool sem... » read more

Photomask Shortages Grow At Mature Nodes


A surge in demand for chips at mature nodes, coupled with aging photomask-making equipment at those geometries, are causing significant concern across the supply chain. These issues began to surface only recently, but they are particularly worrisome for photomasks, which are critical for chip production. Manufacturing capacity is especially tight for photomasks at 28nm and above, driving up ... » read more

Survey: 2022 Deep Learning Applications


The 2022 member list of deep learning projects and products that eBeam members are working on in photomask to wafer semiconductor manufacturing. Participating companies include Advantest, ASML, Canon, CEA-LETI, D2S, Fraunhofer IPMS, Hitachi High-Tech Corporation, imec, NuFlare Technology, Siemens Industries Software, Inc.; Siemens EDA, STMicroelectronics, and TASMIT. Click here to see the su... » read more

Gearing Up For High-NA EUV


The semiconductor industry is moving full speed ahead to develop high-NA EUV, but bringing up this next generation lithography system and the associated infrastructure remains a monumental and expensive task. ASML has been developing its high-numerical aperture (high-NA) EUV lithography line for some time. Basically, high-NA EUV scanners are the follow-on to today’s EUV lithography systems... » read more

Week In Review: Manufacturing, Test


Chipmakers The chip industry is buzzing over a Wall Street Journal report that Intel is in talks to buy GlobalFoundries (GF) for $30 billion. In March, Intel re-entered the foundry business, positioning itself against Samsung and TSMC at the leading edge, and against a multitude of foundries working at older nodes. Intel planned to jumpstart its foundry business within its own fabs. But it... » read more

Demand, Lead Times Soar For 300mm Equipment


A surge in demand for various chips is causing select shortages and extended lead times for many types of 300mm semiconductor equipment, photomask tools, wafers, and other products. For the last several years, 200mm equipment has been in short supply in the market, but issues are now cropping up throughout the 300mm supply chain, as well. Traditionally, lead times have been three to six mont... » read more

The Quest For Curvilinear Photomasks


The semiconductor industry is making noticeable progress on the development of advanced curvilinear photomasks, a technology that has broad implications for chip designs at the most advanced nodes and the ability to manufacture those chips faster and cheaper. The question now is when will this technology move beyond its niche-oriented status and ramp up into high-volume manufacturing. For ye... » read more

AI In Inspection, Metrology, And Test


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

Week In Review: Manufacturing, Test


Chipmakers and OEMs Several chipmakers have not resumed production in their fabs in Texas for the second consecutive week. This follows power outages due to a major winter storm. As reported, a severe winter storm hit many parts of the United States, including Texas. Last week, utility providers began to prioritize service to residential areas in Austin, Texas. As a result, electricity and ... » read more

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