When And Where To Implement AI/ML In Fabs


Deciphering complex interactions between variables is where machine learning and deep learning shine, but figuring out exactly how ML-based systems will be most useful is the job of engineers. The challenge is in pairing their domain expertise with available ML tools to maximize the value of both. This depends on sufficient quantities of good data, highly optimized algorithms, and proper tra... » read more

Ansys Charge Plus And Its Particle-In-Cell Solver


SIMULATING SEMICONDUCTORS PARTICLE BY PARTICLE Plasma enhanced chemical vapor deposition (PE-CVD) and plasma etching are experimental techniques that leverage multiphysics for product development in the semiconductor industry. PE-CVD explicitly tackles the deposition of material on the surface of a wafer, such as a thin coating. A chemical with free radicals is placed on the surface of the ... » read more

Week In Review: Semiconductor Manufacturing, Test


Japanese and American trade officials announced a joint roadmap for cooperation in strengthening global semiconductor supply chains by advancing Japan-U.S. collaboration with emerging and developing countries in the Indo-Pacific. China and South Korea agreed to strengthen dialogue and cooperation on semiconductor industry supply chains with a focus on the supply of key raw materials and ensu... » read more

Highly Selective Etch Rolls Out For Next-Gen Chips


Several etch vendors are starting to ship next-generation selective etch tools, paving the way for new memory and logic devices. Applied Materials was the first vendor to ship a next-gen selective etch system, sometimes called highly-selective etch, in 2016. Now, Lam Research, TEL, and others are shipping tools with highly-selective etch capabilities, in preparation for futuristic devices su... » read more

MicroLEDs Moving From Lab to Fab


Every disruptive technology has its "aha" moment — the time when everyone from engineers to investors realizes that, yes, this technology is the real deal and it won’t be scrapped on the R&D floor. For many, it was Samsung’s recent announcement of a 110-inch microLED TV that irrevocably put microLEDs on the map. The TV’s price is $155,000, but as with most consumer electronics th... » read more

Week In Review: Manufacturing, Test


Fab tools, materials and packaging Intel has recognized 37 companies for its annual suppliers’ awards. The list includes equipment, materials, packaging houses and other segments. These suppliers have collaborated with Intel to implement process improvements with good products and services. See who made the list here. ---------------------------------------- Lam Research has introduced... » read more

Atomic Layer Etch Finally Emerges


The migration towards finFETs and other devices at the 20nm node and beyond will require a new array of chip-manufacturing technologies. Multiple patterning, hybrid metrology and newfangled interconnect schemes are just a few of the technologies required for future scaling. In addition, the industry also will require new techniques that can process structures at the atomic level. For example... » read more