1ST NANOMFG NODE WORKSHOP ON DATA-SCIENCE ENABLED ADVANCES IN NANOMANUFACTURING (DSEAN)
February 26-27, 2019
University of Illinois at Urbana-Champaign
Urbana, IL
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The NSF nanomanufacturing (nanoMFG) node, hosted at the University of Illinois at Urbana-Champaign, presents its 1st workshop exploring the potential opportunities for an emerging area at the intersection of data science and nanomanufacturing. This invitation-only, interactive 1.5-day workshop will bring together experts in nanomanufacturing, data science, and cyberinfrastructure. An outcome of this workshop will be a position paper on data-driven nanomanufacturing. The workshop will center on the opportunities to leverage the following 3 themes in nanomanufacturing:
- Data opportunities and challenges in nanomanufacturing processes, characterization, and metrology
- Data infrastructure: real-time collection, storage, and sharing
- Data-enabled modeling, large-scale computing, and machine intelligence
Topics that will be discussed include the following:
- Data infrastructure for nanomanufacturing
- Unique aspects of data-driven nanomanufacturing [real-time, large combinatorial domain, multiprocess integration, large span of potential applications (multi time and spatial scales)]
- Using nanomanufacturing process data to improve the process
- Leverage data to increase productivity and yield
- Using machine intelligence to tackle process optimization
- Structuring, formatting and archiving process data
- Tension between data ownership and sharing
- Data-enabled modeling and large-scale computing of nanomanufacturing processes
- Storing nanomanufacturing, metrology and characterization data
Organizing Committee:
- Kimani C. Toussaint (Co-Chair) - University of Illinois at Urbana-Champaign
- Sameh Tawfick (Co-Chair) - University of Illinois at Urbana-Champaign
- Chenhui Shao (Co-Chair) - University of Illinois at Urbana-Champaign
- Narayana Aluru - University of Illinois at Urbana-Champaign
- Placid Ferreira - University of Illinois at Urbana-Champaign
- Elif Ertekin - University of Illinois at Urbana-Champaign
- Hayden Taylor - University of California, Berkeley
- Klara Nahrstedt - University of Illinois at Urbana-Champaign
Sponsor: NSF and the nanoMFG Node