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May 27 — May 28, 2026
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Surface Relief Grating (SRG) waveguides have been adopted as the mainstream solution in the industry, for its slim profile, high transparency, and large field of view. Furthermore, with their superior optical performance and mass production potential, SRG waveguides have emerged as a critical pathway for high‑performance augmented reality (AR) and mixed reality (MR) displays. In the mass production of SRG optical waveguides, where multi‑layer and double‑sided fabrication demand strict process control of overlay, geometry, and defects. We present a full process control solution for SRG mass production, combining optical critical dimension (OCD) metrology for the critical parameters of SRGs such as the grating depth, slanted angle, and periods, picosecond ultrasonic (PULSE™) technology for the metal film thickness measurement, image‑based overlay (IBO) on the IVS™ platform for precise overlay control, automated optical inspection based Dragonfly® system for the defects integrated throughout the entire SRG manufacturing process. OCD shows sub‑nanometer deviation and excellent matching with AFM, with high dynamic stability. PULSE™ technology ensures rapid, non‑contact measurement and uniformity control of chromium (Cr) and aluminum (Al) hard masks. Overlay precision reaches 0.26 nm (X) and 0.18 nm (Y) at 3σ, well within sub‑100 nm alignment requirements. Automated inspection captures >95% of submicron defects with low false positives. This framework has been validated in mass production at leading AR/MR manufacturers, enabling fully digitalized closed‑loop process control and supporting large‑scale, high‑yield SRG waveguide manufacturing.
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Mid-infrared ellipsometry offers a powerful approach for non-destructive optical critical dimension (OCD) metrology in advanced semiconductor manufacturing. This technique supports in-line measurements of high aspect ratio structures, such as those found in 3D NAND memory devices. The incorporation of quantum cascade lasers and fast phase modulation allows rapid acquisition of Mueller matrix elements with high spatial resolution and sub- Å precision. Material-specific absorption in the mid-infrared range allows depth-resolved profiling of device structures, overcoming the limitations of conventional OCD. Rigorous coupled wave analysis is used to extract structural parameters from the measured spectra. Agreement with destructive reference metrology has been demonstrated on a variety of structures. The ability to measure multiple Mueller elements further enhances characterization of complex geometries, making mid-infrared ellipsometry a valuable tool for process control in semiconductor fabrication.
This article may be downloaded for personal use only. Any other use requires prior permission of the author and AIP Publishing. This article appeared in Journal of Applied Physics (Vol.139, Issue 7) and may be found at https://doi.org/10.1063/5.0310009
DOI: 10.1063/5.0310009
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If you’ve been following the evolution of advanced packaging, you know that the industry is pushing boundaries like never before. From high-performance computing to industry-upending AI devices, the demand for smaller, faster, and more powerful chips is driving innovation at every level. One of the unsung heroes in this transformation: Glass carriers.
These carriers are becoming essential for applications involving high-bandwidth memory (HBM), 2.5D/3D integration, and chiplet architectures. During the manufacturing process, glass carriers serve as mechanical support for thin wafers and panel-level packages. Why? Glass carriers are noted for their warpage resistance, superior rigidity, and thermal stability. This combination of glass’ exceptional flatness and rigidity enables the precise placement of dies and interposers. Additionally, glass is optically transparent, which allows through-glass alignment during bonding and stacking, a critical capability for 3D integration where multiple layers must be accurately registered.
The benefits of glass carriers, however, come with several challenges, none of which should come as a surprise to anyone who has ever handled glass, whether in the fab or at home. Glass is fragile and, as such, is prone to surface defects, subsurface inclusions, and residual stress. Each of these can negatively impact die attachment quality, interconnect reliability, and die yield.
Let’s take a look at three major yield-killing culprits.
Surface defects such as particles, pits, and scratches are among the most common issues and may occur during glass carrier handling and processing, compromising the structural integrity and performance of advanced packaging assemblies (Figure 1). Particles can interfere with the bonding process, leading to poor adhesion or electrical discontinuities, while pits and scratches can propagate stress points that weaken the carrier during thermal cycling or molding.
However, subsurface inclusions and organic contamination, which are often introduced during reclaim or cleaning, pose more critical challenges. Inclusions within the glass can create localized stress concentrations, while organic residues can reduce UV transmission and cause bonding failures. These contaminants are particularly problematic in high-density interconnect environments where optical clarity and surface purity are critical.
Figure 1: Common glass carrier defects
In addition to surface and subsurface defects, residual stress represents a concern. Over time, these stress points, manifesting during thermal processing or mechanical handling, can lead to cracks or delamination, undermining the thermo-mechanical integrity of the entire package.
These potential challenges are compounded each time a glass carrier is reused in an effort to reduce overall packaging costs. Fortunately, technologies have been developed to address this obstacle. These technologies integrate AI-driven defect classification, real-time analytics, and adaptive scanning modes to maintain throughput without sacrificing accuracy, enabling manufacturers to detect surface anomalies, subsurface inclusions, and stress-induced defects with unprecedented precision.
Today’s wafer-based inspection platforms utilize laser scatterometry and imaging techniques to inspect for nanometer sized defects on a variety of opaque and transparent/semi-transparent substrates. These substrates may be suitable for either R&D or high-volume advanced IC substrate (AICS) and fan-out panel level processing (FOPLP) environments. Proprietary inspection technology with multiple detection channels and advanced signal processing algorithms is applied to achieve accuracy and reliability in glass carrier inspection.
Figure 2: Results of top (blue) and bottom (red) defect mapping.
With each channel optimized to capture unique scattering and reflection signatures, the technology differentiates between surface and subsurface defects, as well as stress-related anomalies, with remarkable accuracy. Surface particles, scratches, pits, bumps, surface contamination, film or bulk wafer stress, voids/inclusions can be detected, measured, characterized, and imaged. One of the most significant capabilities of this technology is the ability to conduct simultaneous top, bottom, and internal defect mapping, a critical need for transparent and semi-transparent substrates where defects can occur across multiple planes (Figure 2).
Beyond defect detection, Angstrom-level film thickness measurement provides precise control over surface coatings and residual layers. This capability is particularly valuable in the glass reclaim process where even minor variations in film thickness can impact UV transmission and bonding performance. By enabling accurate defect detection and grading, only glass carriers meeting stringent quality standards are returned to production.
By introducing technologies that mitigate risks by providing comprehensive defect mapping and stress analysis, manufacturers are able to maintain the mechanical and thermal integrity required for next-generation devices. This capability is especially valuable in markets such as AI devices, high-performance computing, and automotive electronics where reliability is non-negotiable. With this combination of advanced optical technology and robust algorithmic analysis, manufacturers can successfully achieve higher yields, lower costs, and greater confidence in their packaging processes.
As packaging complexity grows and the use of glass carriers increases, inspection systems that combine multi-depth defect mapping and stress analysis will become indispensable for ensuring yield and reliability in AI and HPC devices. With the explosive growth in AI-driven data centers and advanced packaging architectures, manufacturers need solutions that combine accuracy, speed, and cost efficiency. The laser-based wafer inspection technology discussed in this blog meets several glass carrier challenges head-on while enabling advanced packaging houses to maintain defect-free glass carriers in support of next-generation advanced packaging.
The future of glass carriers is clear: with the right technologies at the ready, manufacturers have the tools and the means to meet the growing needs of the AI and HPC markets.
Jason Lin is Director of Product Marketing at Onto Innovation.
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The FAaST system is a versatile, non-contact electrical metrology platform, with an option to combine micro and macro corona-Kelvin technologies together with digital surface photovoltage (SPV). It enables high-resolution dielectric and interface measurements across a wide range of dielectric materials, supporting both R&D and high volume manufacturing.
The primary application of non-contact CV metrology is monitoring dielectric properties during IC manufacturing. Unlike conventional electrical measurements, it requires no sample preparation, eliminating the need for MOS capacitor structures. This reduces metrology cost and enables fast data feedback in both R&D and manufacturing environments.
The corona-Kelvin method uses a corona discharge in air to deposit an electric charge (DQC) on the wafer surface. A vibrating Kelvin-probe then measures the resulting surface voltage (V), enabling determination of the differential capacitance (C= DQC/DV). By monitoring surface voltage in both dark and illuminated conditions, the system separates two key components: dielectric voltage (VD) and semiconductor surface potential (VSB), enabling determination of flat band voltage (VFB).
Analysis of the resulting charge-voltage data yields electrical parameters, including trap density (Dit), flat band voltage (Vfb), dielectric charge (Qtot), dielectric capacitance (CD), Equivalent Oxide Thickness (EOT), leakage current, and tunneling characteristics.
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The Aspect S system is a revolutionary in-line, non-destructive model-based infrared reflectometry system that enables critical process control of high aspect ratio structures, films and epitaxial structures. It meets the needs of leading-edge customers with its high speed and process coverage.
As more high aspect ratio processes are used in multiple industry segments, there are metrology needs for monitoring of related processes, including dimensions and properties of carbon film hard masks and etched 3D structures.
The Aspect S delivers high-throughput, low COO, non-contact, non-destructive measurements of dimensions and uniformity of layers and etched structures used in integrated circuit manufacturing. The small spot size makes the tool suitable for measurements of scribe line test structures as in-line process control. The unique technology and analysis capability simplifies system calibration requirements and removes the effect of substrate variations for key layer measurements.
While the software contains advanced features for measurement recipe and analysis model creation, it has a user-friendly interface and implementation that allows the fab customers to create and manage the recipe system for Aspect S tool fleets.
Thickness map from amorphous carbon film
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The FAaST Digital SPV system provides a fast, non-contact, and preparation-free method for full wafer imaging of contamination in silicon. High resolution maps of diffusion length and iron (Fe) concentration are generated in minutes, setting the industry standard for precision and sensitivity in Fe contamination control, reaching the E7 cm-3 range.
There is no disputing the detrimental effect of metallic contamination on the integrity of the critical gate oxide used in integrated circuits. During high temperature processing, contamination in the silicon wafer often precipitates at the Si/dielectric interface or segregates into the dielectric—both scenarios can cause premature device failure and reduced yield. As device dimensions shrink, the tolerance for contamination decreases, requiring ever-lower background levels of metals like iron (Fe). Over the past 25 years, the IC industry has reduced typical Fe concentrations by more than three orders of magnitude, yet further reduction is essential, especially for applications like CMOS image sensors.
The FAaST Digital SPV system addresses this challenge with industry-leading sensitivity and speed. It provides a fast, non-contact, and preparation-free method for full-wafer imaging of contamination. High-resolution maps of minority carrier diffusion length and Fe concentration are generated in minutes, enabling fabs to detect and control contamination at levels as low as the E7 cm⁻³ range.
Figure 1. Typical background Fe concentration in new IC Fablines (blue) and the state-of-the-art SPV detection limit (red)
As your partner for innovative solutions, we’re always here for you.
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