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AI Virtual Metrology For Manufacturing

Deep Learning Virtual Metrology

Boost precision, enhance real-time process monitoring, and ensure optimal film uniformity with Deep Learning in film thickness measurement.

Deep Learning Virtual Metrology

Film Thickness Measurement with Deep Learning

in Semiconductor Manufacturing

Leveraging Advanced AI to Ensure Precise Film Application and Uniformity Across Dies

Image-Based Metrology Enhancements

Image-Based Metrology Enhancements

Analyze images captured during film deposition to assess film thickness and uniformity with high precision, detecting even subtle variations that might not be visible to traditional methods.
Automated Die Distribution Analysis

Automated Die Distribution Analysis

Analyze the distribution of film thickness across individual dies on a wafer. Ensures uniform material deposition, which is critical for maintaining consistency in device performance across the entire wafer.
Real-Time Thickness Monitoring

Real-Time Thickness Monitoring

Employs specialized Deep Learning models to process metrology data in real time. This allows for immediate feedback to deposition equipment, enabling dynamic adjustments to the film application process to correct any detected anomalies or deviations.
Continuously Learns from Data

Continuously Learns from Data

Unlike traditional, expensive software 1.0 based equipment, our Automated Defect Segmentation bespoke model learns from data and improves accuracy using Averroes' Active Learning feature.
Privacy and Security feature

Privacy and Security

Choose On-Premise for Privacy, Speed, and Security, or Cloud for Scalability and Performance. We're Cloud-Agnostic, ensuring seamless integration and flexibility.
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We've experienced a remarkable 40-60% increase in submicron defect detection. Averroes has saved us over 300 hours/month/app of labor and increased our productivity by more than 30% .
Automation Manager
@
Semiconductor OEM
Frequently asked questions
No. Averroes functions seamlessly on existing visual inspection equipment, whether it's KLA Tencor, AOI, or Onto equipment. No additional hardware purchase is needed.

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