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Blake N. Johnson

Professor

Blake N. Johnson

Blake N. Johnson
Blake N. Johnson
121 Durham Hall
(MC 0118)
1145 Perry Street
Blacksburg, VA 24061

Research Areas

Main Area: Smart Manufacturing 

  • Smart Biomanufacturing and Biosensing
  • Autonomous Experimentation
  • Biosensors and Bioelectronics
  • Sensor Manufacturing and Smart Sensing 
  • Bioprocess Design, Monitoring, and Control
  • Theory-guided Machine Learning

  • Postdoc, Mechanical and Aerospace Engineering, Princeton University, 2015
  • Ph.D., Chemical Engineering, Drexel University, 2013
  • B.S., Chemical Engineering, University of Wisconsin-Madison, 2008

  • Professor, Grado Department of Industrial and Systems Engineering, Virginia Tech, 2025 - present
  • Associate Professor, Grado Department of Industrial and Systems Engineering, Virginia Tech, 2022 - 2025
  • Assistant Professor, Grado Department of Industrial and Systems Engineering, Virginia Tech, 2015 - 2022
  • Assistant Professor, Faculty of Health Sciences, Virginia Tech, 2016 - present
  • Postdoctoral Associate, Department of Mechanical and Aerospace Engineering, Princeton University, 2013 - 2015
  • Research Assistant, Department of Chemical and Biological Engineering, Drexel University, 2008 - 2013

  • ISE 5984: Additive Manufacturing
  • ISE 2204: Manufacturing Processes
  • ISE 2214: Manufacturing Processes Lab
  • ISE 4984: Biomanufacturing Processes

Please click a title in light brown to view the abstract.

  • Junru Zhang, Purna Srivatsa, Fazel Haq Ahmadzai, ChandraSekhar P., Xuerui Song, Yang Liu, Anuj Karpatne, Zhenyu Kong, & Blake Johnson, Improving Biosensor Accuracy and Speed using Dynamic Signal Change and Theory-guided Deep Learning, Biosensors and Bioelectronics 246 115829 (2023). Linked here
  • Yang Liu, Junru Zhang, Yujing Zhang, Hu Young Yoon, Xiaoting Jia, Maren Roman & Blake N. Johnson*, Accelerated Engineering of Optimized Functional Composite Hydrogels via High-Throughput Experimentation, ACS Applied Materials and Interfaces 15 52908-52920 (2023). Linked here
  • Ezgi Kucukdeger & Blake N. Johnson*, Closed-loop Controlled Conformal 3D Printing on Moving Objects via Tool-Localized Object Position Sensing, Journal of Manufacturing Processes 89 39-49 (2023). Linked here
  • Yuxin Tong, Ziang Feng, Jongwoon Kim, John Robertson, Xiaoting Jia & Blake N. Johnson, 3D Printed Multi-functional Fibers. Nano Energy 104973 (2020). Linked here
  • Alexander P. Haring, Manjot Singh, Miharu Koh, Ellen Cesewski, David Dillard, Zhenyu Kong & Blake N. Johnson, Real-time Characterization of Hydrogel Viscoelastic Properties and Sol-Gel Phase Transitions using Cantilever Sensors. Journal of Rheology 64 837-850 (2020). Linked here

  • Institute of Industrial and Systems Engineers (IISE), 2015, Member
  • American Chemical Society (ACS), 2010, Member
  • American Institute of Chemical Engineers (AIChE), 2008, Member

  • NSF Career Award, 2022
  • SME Outstanding Young Manufacturing Engineer Award, 2020
  • IISE M&D Division Young Investigator Award, 2018
  • Best Dissertation Award - Drexel University, 2013