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samantha-duchscherer-applied-materials-innovation-forum-for-automation

Samantha Duchscherer

Global Product Manager
Applied Materials

Speech
Orchestrating Scalable AI Solutions

Adopting a standardized approach for orchestrating scalable AI solutions can have a significant impact on value generation for businesses. Through the utilization of a common scalable AI framework, users can effectively address both quality and productivity use cases, aiming to minimize defects and maximize throughput. For example, AI configurations in a Run-to-Run controller can enable efficient compensation for tool and process drifts over time, even in high-mix and low-volume production scenarios. Additionally, AI technology can automatically configure the optimal decision needed for real-time scheduling, facilitating the co-optimization of yield and throughput.

About Samantha Duchscherer

Samantha is the Global Product Manager overseeing SmartFactory AI™ Productivity, Simulation AutoSched® and Simulation AutoMod®. Prior to joining Applied Materials Automation Product Group Samantha was Manager of Industry 4.0 at Bosch, where she also was previously a Data Scientist.

She also has experience as a Research Associate for the Geographic Information Science and Technology Group of Oak Ridge National Laboratory. She holds a M.S. in Mathematics from the University of Tennessee, Knoxville, and a B.S. in Mathematics from University of North Georgia, Dahlonega.