Machine Learning Tools Accelerate Materials Discovery


Literature searches, simulations, and practical experiments have been part of the materials science toolkit for decades, but the last few years have seen an explosion of machine learning-driven software tools that promise to accelerate all three. Many of the challenges facing the semiconductor manufacturing industry are fundamentally materials science problems. What metal has the lowest resi... » read more

Digital Twins For Packaging: Bridging Design, Fab, Test, And Reliability


Digital twins dominated discussions at SEMICON West this year, appearing in keynote presentations, panel sessions, and workshops. The conversation reflected a noticeable shift in how the industry views the technology. What once was mainly associated with design exploration now spans the manufacturing lifecycle. In packaging and assembly, digital twins are emerging as a way to connect design ... » read more

Chip Industry Week In Review


Siemens announced plans to acquire Altair Engineering, a provider of industrial simulation and analysis, data science, and high-performance computing (HPC) software, for about $10 billion. Altair's software will become part of Siemens' Xcelerator portfolio and provide a boost to physics-based digital twins. Onto Innovation bought Lumina Instruments, a San Jose, California-based maker of lase... » read more

New Materials Are in High Demand


Materials suppliers are responding to the intense pressures to improve power, performance, scaling, and cost issues, which follows a long timeline from synthesis to development and high volume manufacturing in fabs. The advances in machine learning help present a wide field of candidates, which engineers then narrow to potential use. When building standard logic semiconductor chips, the prim... » read more

Precise Control Needed For Copper Plating And CMP


Chipmakers are relying on machine learning for electroplating and wafer cleaning at leading-edge process nodes, augmenting traditional fault detection/classification and statistical process control in order to extend the usefulness of copper interconnects. Copper is well understood and easy to work with, but it is running out of steam. At 5nm and below, copper plating tools are struggling to... » read more

Blog Review: March 8


Synopsys' Rahul Thukral and Bhavana Chaurasia find that embedded MRAM is undergoing an uplift in utilization for low-power, advanced-node SoCs thanks to its high capacity, high density, and ability to scale to lower geometries. Siemens EDA's Chris Spear dives into the UVM Factory with a look at the  SystemVerilog Object-Oriented Programming concepts behind the factory. Cadence's Veena Pa... » read more

Week In Review: Semiconductor Manufacturing, Test


U.S. President Joe Biden appears ready to increase pressure on Japan and the Netherlands to help block the flow of advanced chip technology to China, where it can be used to develop cutting-edge weapons. "You will see Japan and Netherlands follow our lead," U.S. Commerce Secretary Gina Raimondo told CNBC. Japan plans to budget ¥350 billion ($2.38 billion) in a research collaboration with th... » read more

Blog Review: Feb. 23


Synopsys' Varun Agrawal looks at four new technologies have emerged to support the demands on 5G networks and applications, the challenges in validating all of those technologies together, and what's needed to perform end-to-end testing effectively for 5G O-RAN SoCs. Siemens EDA's Ray Salemi points to how FPGA retargeting could help address supply chain difficulties and some of the challenge... » read more

Week In Review: Manufacturing, Test


Semicon West news The Semicon West trade show opened this week with a hybrid in-person and virtual event. Several companies introduced new products or made announcements at Semicon. Some announcements coincided with the show. At Semicon, Lam Research introduced the Syndion GP, a new product that provides deep silicon etch capabilities to chipmakers developing next-generation power devices a... » read more

Blog Review: Sept. 22


Ansys' Tyler Ferris describes some of the many ways electronics on a PCB assembly can fail, from component level failures like wirebond breaking and liftoff to board-level failures such as conductive anodic filament failure. Cadence's Paul McLellan considers the switch from low-speed parallel interfaces to high-speed serial interfaces as one of the key advancements making modern data centers... » read more

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