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Semiconductor AI/ML technologies

Dr. James Moyne and Samantha Duchscherer discuss the relevance of data in real-time scheduling

This series focuses on how to achieve greater benefits in productivity and quality

What if you could improve manufacturing performance in half the time?

With integrated scheduling and analytics, manufacturers are streamlining operations and seeing results in as little as six months.

Innovations that will help semiconductor manufacturers increase efficiency in real-time

Semiconductor growth is anticipated and there are many tools to help drive it

Upcoming events in Japan: advancing factory automation with SmartFactory solutions

Everything you need to increase quality and productivity in factories of any size

Accelerating AI deployment in semiconductor manufacturing with simulation

Learn how simulation revolutionizes AI deployment in semiconductor manufacturing, overcomes data collection challenges and enhances productivity. Explore valuable insights in this article.

SmartFactory AIâ„¢ Productivity tunes dispatching rule parameters automatically, in less time

Uncover the transformative power of smart manufacturing for semiconductor operations, enhancing productivity, efficiency, decision-making, and data security. Find optimal value in hours instead of days.
Solve productivity and supply chain issues with AI ML

Solve productivity and supply chain issues with AI/ML

Pre-built AI/ML models enable fabs to increase productivity, improve KPIs
Prediction Accuracy

Solve lot cycle time prediction challenges with greater speed and accuracy

Built on our advanced APF platform, this AI-powered approach boosts model accuracy from 75% to 95%—while making deployment faster and easier.

Advantages of decision-tree models

Research demonstrates decision trees outperform deep learning with tabular data.
Achieve Accurate Blog

Achieve accurate lot cycle time predictions for more on-time deliveries

Improve the accuracy of lot fab out predictions with AI/ML
Smartfactory AI Competitive Advantage

Create your own competitive advantage with SmartFactory AIâ„¢ Productivity

Amplify productivity with pre-built AI/ML models
Deep RL

Deep reinforcement learning (RL) for Queue-time management in semiconductor manufacturing

Use deep RL to minimize yield loss with automatic control of Queue-time management

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