Using Automatic Defect Classification To Reduce The Escape Rate Of Defects


Automated optical inspection (AOI) is a cornerstone in semiconductor manufacturing, assembly and testing facilities, and as such, it plays a crucial role in yield management and process control. Traditionally, AOI generates millions of defect images, all of which are manually reviewed by operators. This process is not only time-consuming but error prone due to human involvement and fatigue, whi... » read more

Using Picosecond Ultrasonics To Measure Trench Structures In SiC Power Devices


The road to the future is not always a smooth, trouble-free drive. Along the way, there may be unforeseen detours, potholes and accidents, each one capable of setting progress back. But for those behind the wheel, those obstacles are just a part of the journey. Such is the case for the automotive industry as it continues to steer away from gas-powered vehicles and turn toward hybrid and elec... » read more

X-ray Inspection In The Semiconductor Industry


With the ever-present pressure to produce more efficient devices with more power, the sizes of the structures and electrical connections in the production of chips have become smaller and smaller. In addition, the sheer number of these connections in a given unit area have also increased in a spectacular way. At the heart of all X-ray inspection, whether it is manual or fully automated metrolog... » read more

Inspection, Metrology Issues In Advanced Packages


Experts at the Table: Semiconductor Engineering sat down to talk about how to inspect and measure smaller features across large areas in advanced packaging, with Frank Chen, director of applications and product management at Bruker Nano Surfaces & Metrology; John Hoffman, computer vision engineering manager at Nordson Test & Measurement; and Jiangtao Hu, senior technology director at O... » read more

Closing The Test And Metrology Gap In 3D-IC Packages


The industry is investing in more precise and productive inspection and testing to enable advanced packages and eventually, 3D ICs. The next generations of aerospace, automotive, smartphone, and wearable tech most likely will be powered by multiple layers of intricately connected silicon, a stark departure from the planar landscapes of traditional integrated circuits. These 3D-ICs, compos... » read more

A Bare Wafer Mystery: Inspecting For Back, Edge, And Notch Defects In Advanced Nodes


It is no mystery that the semiconductor industry is always advancing, with specifications becoming increasingly stringent as defects become increasingly more difficult to discover. This is especially true in the case of the most advanced nodes, where ever-smaller flaws and deformities can result in a killer defect. To solve this More than Moore mystery, you do not need to employ the detectiv... » read more

New Insights Into IC Process Defectivity


Finding critical defects in manufacturing is becoming more difficult due to tighter design margins, new processes, and shorter process windows. Process marginality and parametric outliers used to be problematic at each new node, but now they are persistent problems at several nodes and in advanced packaging, where there may be a mix of different technologies. In addition, there are more proc... » read more

DRAM Test And Inspection Just Gets Tougher


DRAM manufacturers continue to demand cost-effective solutions for screening and process improvement amid growing concerns over defects and process variability, but meeting that demand is becoming much more difficult with the rollout of faster interfaces and multi-chip packages. DRAM plays a key role in a wide variety of electronic devices, from phones and PCs to ECUs in cars and servers ins... » read more

Isolating Critical Data In Failure Analysis


Experts at the Table: Semiconductor Engineering sat down to discuss traceability and the lack of data needed to perform root cause analysis with Frank Chen, director of applications and product management at Bruker Nano Surfaces & Metrology; Mike McIntyre, director of product management in the Enterprise Business Unit at Onto Innovation; Kamran Hakim, ASIC reliability engineer at Teradyne... » read more

5 Reasons Why Defect Reduction Is Critical In Semiconductor Material Success


Semiconductors may be small, but the impacts they have are significant. Semiconductors used in life-dependent applications, such as pacemakers, defibrillators, life support systems, automotive safety systems, or in aviation need to be fail-proof. A device smaller than a centimeter with features just a few nanometers has no margin of error. This blog shares why it’s important to detect materia... » read more

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