Semiconductor workforce development through immersive simulations on nanoHUB.org

#Semiconductor #workforce #development #simulations
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Gerhard Klimeck , Purdue

Fellow IEEE, APS, IOP, AAAS, and Humboldt Foundation

 

 

 

 

 

 


Abstract:  

Over 160,000 nanoHUB users have run over 7 million simulations in Apps mostly focused on semiconductor devices and materials modeling. nanoHUB created nano-Apps before Apple created Apps for the iPhone and made scientific codes usable for a much larger user group.  Most scientific tools strive to be comprehensive in solving “any” simulation problem in a specific problem range.  That comprehensiveness limits the use to experts, who require extensive training.  nanoHUB has instead focused on delivering a spectrum of Apps (over 700 now) that individually have a limited capability such as a single crystals, PN-junction, MOSFET, or nanowire while the underlying tool could of course solve a much wider set of problems.   We assembled some of these Apps that are essential for specific courses into small sets such as ABACUS (crystals, bandstructure, drift-diffusion, pn-junctions, BJTs, MOScaps, MOSFETs) [1].  The usability results are stunning.  Our user analytics prove that over half of the simulation users participate in structured education through homework/project assignments.   We can identify classroom sizes and detailed tool usage [2,3]. We can begin to build mind-maps of design explorations and assess depth of explorations for individuals and classes. While parts of academia struggled to innovate curricula, we have measured the median first-time App insertion into a class to be less than six months.  Over 180 institutions have utilized nanoHUB in their curriculum innovation in over 3,600 classes.   2 million nanoHUB visitors explore lectures and tutorials annually.  With such a community presence we believe nanoHUB is the platform of choice to deliver online modeling, simulation, virtual environments, and lectures for the US initiative on workforce development [4].  

[1] https://nanohub.org/groups/abacus ABACUS - Assembly of Basic Applications for Coordinated Understanding of Semiconductors.  A one-stop-shop for teaching and learning semiconductor fundamentals.

[2] Krishna Madhavan, Michael Zentner, Gerhard Klimeck, "Learning and research in the cloud", Nature Nanotechnology 8, 786–789 (2013)

[3] TEDx Talk, Klimeck, “Mythbusting Scientific Knowledge Transfer with nanoHUB.org”, https://www.youtube.com/watch?v=PK2GztIfJY4 .

[4] https://nanohub.org/groups/semiconductoreducation Semiconductor workforce development homepage on https://nanoHUB.org .

 



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  • Date: 05 Apr 2022
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