Physics-Enhanced Machine Learning

Machine Learning for Sensor Transducer Conversion Routines

T. Newton, J. T. Meech, and P. Stanley-Marbell, IEEE Embedded Systems Letters, 2021.      
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Machine Learning for Sensor Transducer Conversion Routines
Bridging the Band Gap: What Device Physicists Need to Know About Machine Learning

Nathaniel Tye, Stephan Hofmann, Phillip Stanley-Marbell, ArXiv preprint.      
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Bridging the Band Gap: What Device Physicists Need to Know About Machine Learning
Research Theme: Graphene FETs for Physics-Enhanced Machine Learning (Grappa)
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Research Theme: Graphene FETs for Physics-Enhanced Machine Learning (Grappa)
Safeguarding Sensor Device Drivers Using Physical Constraints (Poster)

G. Brooks, Y. Wang, and P. Stanley-Marbell, EuroSys 2019      
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Safeguarding Sensor Device Drivers Using Physical Constraints (Poster)