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Materials Manufacturing Innovation Center

Frontiers in Materials Manufacturing: Accelerating Scale-up with AI

Accelerating Scale-up with AI
Thursday, January 28, 2021 • 2:00 p.m. – 4:00 p.m. CT

Rapid advances in energy technologies have been enabled in part by innovative, high-performance materials. To keep the U.S. competitive in energy materials manufacturing, there is an intensifying need to bring new materials out of the laboratory and into commercial production faster than ever. Artificial intelligence (AI) is one of the most promising tools for accelerating scale-up, and when combined with innovative imaging techniques, can offer a powerful advantage over pre-existing techniques.

The webinar featured a virtual tour of the state-of-the art equipment, technologies and computational resources available to industry partners in Argonne’s newly expanded Materials Engineering Research Facility, the Advanced Photon Source and the Argonne Leadership Computing Facility.

Santanu Chaudhuri, Director of Manufacturing Science and Engineering at the U.S. Department of Energy’s (DOE) Argonne, moderated the conversation about some critical questions: What is the current state of AI application in materials scale-up and manufacturing? How can AI be combined with advanced characterization to accelerate learning and scale-up? How can public-private partnerships support U.S. competitiveness? Experts included:

  • Christine Chalk, Program Manager, U.S. Department of Energy, Office of Science, Advanced Scientific Computing Research
  • Nicola Ferrier, Senior Computer Scientist, Argonne National Laboratory
  • Ian Foster, Director of the Data Science and Learning Division and Argonne Distinguished Fellow, Argonne National Laboratory
  • Bryce Meredig, Founder and Chief Science Officer, Citrine Informatics
  • Kathleen O’Brien, Senior Director, Intelligent Systems, Raytheon Technologies Research Center
  • Paulina Rychenkova, Business Development Executive, Argonne National Laboratory
  • Cristina Thomas, Global R&D Services Leader and R&D Global Process Owner, 3M

View the agenda and speaker biographies.