The Impact Of Simulation On The Carbon Footprint of Wafer Fab Equipment R&D


A new technical paper titled "Achieving Sustainability in the Semiconductor Industry: The Impact of Simulation and AI" was published by researchers at Lam Research. Abstract "Computational simulation has been used in the semiconductor industry since the 1950s to provide engineers and managers with a faster, more cost-effective method of designing semiconductors. With increased pressure in t... » read more

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

Research on Wire Sweep of Integrated Circuit Packaging Based on Three-dimensional Flow Simulation


Abstract: "Semiconductor manufacturing technology is becoming more and more rapidly. In the process of Integrated Circuit (IC) encapsulation, when wires contact each other, it will cause short circuit. Wire sweep has become the main factor affecting the reliability of the product. Therefore, it is a great challenge to master wire sweep in IC packaging process. This paper takes Low Profile Fi... » read more