Turning the Data-AI Hype into Manufacturing Value for Microelectronics

Thursday, July 14, 2022

10:30am – 12:40pm

Location: Smart Manufacturing Pavilion, Meet the Experts Stage (South Hall Expo)

Session Moderator(s)

Pushkar Apte, PhD

Strategic Technology Advisor and Global Lead for Smart Data-AI Initiative
SEMI, CA, United States

Speaker(s)

Dieter Rathei, PhD

CEO
DR YIELD, Steiermark, Austria
David Rogers

Key Account Manager Electronics & Semiconductors
ABB Robotics, United States
Heidi Van Ee

Head of Use Case Execution
EMD Electronics, CA, United States
Darby Brown, MBA

Use Case Manager
EMD Electronics
Vamshi Gangumalla

Director of Systems Engineering
TDK
Sumit Sanyal, BTech

CEO
minds.ai, California, United States

Data-AI techniques hold great promise for improving manufacturing efficiency in microelectronics, but they also face some unique challenges, and the results of early implementations are mixed. This session will explore the application of Data-AI to microelectronics manufacturing both at the strategic and tactical levels – to get past the hype and identify the true opportunities for creating value.

Presentations:

10:30am – 10:35am

Welcome Remarks
Session Moderator: Pushkar Apte, PhD – SEMI
10:35am – 11:00am

AI & ML in Semiconductor Yield Data Analytics: What's Possible Now and a Vision for 2030
Speaker: Dieter Rathei, PhD – DR YIELD
11:00am – 11:25am

Quo Vadis, Smart Factory? The Illustrated Need of Intelligent Production Systems
Speaker: David Rogers – ABB Robotics
11:25am – 11:50am

Data Analytics for Next-generation Quality Control How Machine Learning Can Enable Targeted Quality Control and Mitigate Process Change Risks
Speaker: Heidi Van Ee – EMD Electronics
Speaker: Darby Brown, MBA – EMD Electronics
11:50am – 12:15pm

Industrial 4.0: High-precision Navigation & Predictive Maintenance
Speaker: Vamshi Gangumalla – TDK
12:15pm – 12:35pm

How Deep Learning Will Completely Reshape Every Aspect of Fab Automation: A Case Study in Fab Scheduling and Dispatching
Speaker: Sumit Sanyal, BTech – minds.ai
12:35pm – 12:40pm

Closing Remarks
Session Moderator: Pushkar Apte, PhD – SEMI