Intelligent Fab
Using AI and automation to make semiconductor manufacturing faster and smarter.
Overview
Advances in AI are making it possible for semiconductor manufacturers to automate, optimize, and innovate in new ways. At IBM, we’re developing new data and AI tools to help semiconductor manufacturers harness the power of AI for competitive edge across planning, running, and streamlining fab operations.
Our researchers are developing new methods for collecting and aggregating rich data sets from the fab including tools, equipment measurement, and sensor data. We are also creating AI applications that can be used for simulation and decision optimization, analytics and business insights, talent enablement and sustainable operations. These new tools will leverage our industry leading Manufacturing Execution System, SiView, which integrates with enterprise systems to facilitate tighter supply chain and manufacturing linkages, and respond more quickly to market changes.
Our work
Why we need EUV lithography for the future of chips
ExplainerMike MurphyThe path to 1 nanometer chips and beyond
ResearchMike MurphyThe future of computer chips is being built in Albany
Deep DiveMike MurphyVTFET: The revolutionary new chip architecture that could keep Moore’s Law alive for years to come
NewsBrent Anderson and Hemanth Jagannathan5 minute readIntroducing the world's first 2 nm node chip
NewsJulien Frougier and Dechao Guo5 minute read
Publications
- 2024
- Future Labs Live 2024
- Wachirawit Ponghiran
- Jinwook Jung
- 2024
- VLSI Technology and Circuits 2024
- Dongxia Wu
- Ide-San Ide
- et al.
- 2024
- AISTATS 2024