CP-Based Lot Scheduling Solutions For a Semiconductor Manufacturing (Infineon, U. of Klagenfurt)


A new technical paper, "Quantifying the Global Impact of Constraint Programming Based Local Scheduling in Semiconductor Manufacturing," was published by Infineon and the University of Klagenfurt. Abstract "The efficiency of semiconductor frontend manufacturing highly depends on the optimization of resource allocation. In academic works, scheduling methods, i.e., based on Constraint Progra... » read more

Detecting Slips, Scratches, Cracks In Wafers And Dies Becoming Harder


Defect detection requirements on the order of 10 defective parts per million (DPPM) are driving improvements in inspection tools’ resolution and throughput at foundries and OSATs. However, defects that manifest as slips, scratches, and micro-cracks continue to bedevil the prevalent optical inspection methods. These defects can range in size from nanometers to millimeters, some of which are... » read more

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


How Advantest Corporation, ASML, Fraunhofer, imec, Siemens EDA and others are using deep learning in semiconductor manufacturing. Click here to read more. » read more

Elimination Of Die-Pop Defect By Vacuum Reflow For Ultrathin Die With Warpage In Semiconductor Packaging Assembly


Semiconductor die thickness is getting thinner over time due to improvement of power efficiency in advance power electronic packages. Ultrathin die with convex warpage can easily deteriorate the solder void removal process during solder reflow, leading to various packaging reliability issues. In particular, a new type of packaging defect phenomenon—die-pop—is observed. Vacuum reflow process... » read more

In-Product BTI Aging Sensor For Reliability Screening And Early Detection Of Material At Risk


We have developed a new reliability monitoring suite, within a proprietary IP block that we call a CV Core, with aging sensors embedded in the product layout and testable through the product I / O interface. We illustrate the application of the sensor suite with an example of the PMOS NBTI monitor, testable at the wafer level during product electrical wafer sort (EWS), as well after packaging a... » read more

Challenges Grow For Creating Smaller Bumps For Flip Chips


New bump structures are being developed to enable higher interconnect densities in flip-chip packaging, but they are complex, expensive, and increasingly difficult to manufacture. For products with high pin counts, flip-chip [1] packages have long been a popular choice because they utilize the whole die area for interconnect. The technology has been in use since the 1970s, starting with IBM�... » read more

Where And When End-to-End Analytics Works


With data exploding across all manufacturing steps, the promise of leveraging it from fab to field is beginning to pay off. Engineers are beginning to connect device data across manufacturing and test steps, making it possible to more easily achieve yield and quality goals at lower cost. The key is knowing which process knob will increase yield, which failures can be detected earlier, and wh... » read more

Big Payback For Combining Different Types Of Fab Data


Collecting and combining diverse data types from different manufacturing processes can play a significant role in improving semiconductor yield, quality, and reliability, but making that happen requires integrating deep domain expertise from various different process steps and sifting through huge volumes of data scattered across a global supply chain. The semiconductor manufacturing IC data... » read more

Curvilinear Design Benefits For Wafers


Throughout this blog series the focus has been on curvilinear photomasks – the benefits, enablers, and challenges. It leads to the obvious question that Aki Fujimura, CEO of D2S, put to the panel of luminaries. If leading-edge mask shops are ready for curvilinear shapes on mask enabled by curvilinear ILT, multi-beam mask writers and the mask design chain, can we have curvilinear target shapes... » read more

Why Wafer Bumps Are Suddenly So Important


Wafer bumps need to be uniform in height to facilitate subsequent manufacturing steps, but a push for 100% inspection in packaging in mission-critical markets is putting a strain on existing measurement technologies. Bump co-planarity is essentially a measure of flatness. Specifically, it measures the variation in bump height, which may have a target, for example, of about 100 microns. As a ... » read more

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