FDNS21: Autonomous Research Systems for Carbon Nanotube Synthesis

By Benji Maruyama

Materials & Manufacturing Directorate, Air Force Research Laboratory, Dayton, OH

View Presentation

Category

Online Presentations

Published on

Bio

Denji Maruyama Dr. Benji Maruyama is a Senior Materials Research Engineer in the Air Force Research Laboratory, Materials & Manufacturing Directorate. He leads research on the synthesis and processing science of carbon nanotubes. Dr. Maruyama created and is developing a new method research: Autonomous Research Systems for Materials Development. He is also the point of contact for carbon materials for the Materials and Manufacturing Directorate. His background and interests include carbon nanomaterials, energy storage, field emission, carbon, polymer and metal matrix composites, imaging of complex 3D microstructures and combinatorial experimentation. He is currently involved in the study of the origins of chiral growth for carbon nanotubes, nanostructured materials for battery electrodes, in-situ experimentation, and catalyst development.

Sponsored by

Network for Computational Nanotechnology Nanomanufacturing Node

Cite this work

Researchers should cite this work as follows:

  • Benji Maruyama (2021), "FDNS21: Autonomous Research Systems for Carbon Nanotube Synthesis," https://nanohub.org/resources/35048.

    BibTex | EndNote

Time

Tags

  1. artificial intelligence (AI)
  2. carbon nanotubes
  3. machine learning
  4. nanomanufacturing
  5. nanoMFG Node
  6. synthesis
Autonomous Research Systems for Carbon Nanotube Synthesis
  • Autonomous Research Systems for Carbon Nanotube Synthesis 1. Autonomous Research Systems fo… 0
    00:00/00:00
  • What is the Future of Research? 2. What is the Future of Research… 34.401067734401067
    00:00/00:00
  • Science Is Getting Less Bang for Its Buck 3. Science Is Getting Less Bang f… 46.646646646646651
    00:00/00:00
  • Future of Research – Current Environment 4. Future of Research – Current… 100.33366700033368
    00:00/00:00
  • Autonomy vs. Intelligence 5. Autonomy vs. Intelligence 119.81981981981983
    00:00/00:00
  • Secretary of Defense Remarks for DOD 6. Secretary of Defense Remarks f… 208.90890890890893
    00:00/00:00
  • Can Carbon Nanotubes Save the World? 7. Can Carbon Nanotubes Save the … 250.85085085085086
    00:00/00:00
  • A Better Future for Carbon Nanomaterials? 8. A Better Future for Carbon Nan… 254.5211878545212
    00:00/00:00
  • Can Carbon Nanotubes Save the Planet? 9. Can Carbon Nanotubes Save the … 300.16683350016683
    00:00/00:00
  • Synthesis Issues for Carbon Nanotubes 10. Synthesis Issues for Carbon Na… 356.18952285618951
    00:00/00:00
  • Autonomous Research System 11. Autonomous Research System 408.30830830830831
    00:00/00:00
  • ARES learned to target growth rates 12. ARES learned to target growth … 550.61728395061732
    00:00/00:00
  • Speeding Research 13. Speeding Research 635.00166833500168
    00:00/00:00
  • Autonomous Sequential Decision Making in the Research Progress 14. Autonomous Sequential Decision… 706.77344010677348
    00:00/00:00
  • Decision Making Approaches 15. Decision Making Approaches 818.5852519185853
    00:00/00:00
  • Novel ARES Planners 16. Novel ARES Planners 836.50316983650316
    00:00/00:00
  • OSU Bayesian Optimization Campaign 17. OSU Bayesian Optimization Camp… 844.577911244578
    00:00/00:00
  • Decision-Making Modalities in Automated and Autonomous Experimental Science 18. Decision-Making Modalities in … 895.82916249582922
    00:00/00:00
  • Decisions are made in a closed-loop fashion using beliefs and policies 19. Decisions are made in a closed… 904.47113780447114
    00:00/00:00
  • CNT Diameter optimization 20. CNT Diameter optimization 962.56256256256256
    00:00/00:00
  • Explicit Hypothesis Testing 21. Explicit Hypothesis Testing 1027.0270270270271
    00:00/00:00
  • Jump Regression: A powerful tool for response mapping 22. Jump Regression: A powerful to… 1065.7657657657658
    00:00/00:00
  • Targeted experiments – Jump Regression & Transfer Learning 23. Targeted experiments – Jump … 1098.1981981981983
    00:00/00:00
  • Catalyst discovery through megalibraries of nanomaterials 24. Catalyst discovery through meg… 1126.8601935268603
    00:00/00:00
  • How to Revolutionize Research 25. How to Revolutionize Research 1171.8718718718719
    00:00/00:00
  • Automomous Research Operating System 26. Automomous Research Operating … 1173.8405071738405
    00:00/00:00
  • Additive Manufacturing ARES 27. Additive Manufacturing ARES 1244.3109776443109
    00:00/00:00
  • Autonomous Systems for Materials Development Workshop 28. Autonomous Systems for Materia… 1325.3920587253922
    00:00/00:00
  • Needed Investments 29. Needed Investments 1348.8154821488156
    00:00/00:00
  • Future Outlook: Progression of Computing 30. Future Outlook: Progression of… 1384.4511177844511
    00:00/00:00
  • Autonomous Research and Engineering 31. Autonomous Research and Engine… 1467.6676676676677
    00:00/00:00
  • Children lose confidence in there potential to 32. Children lose confidence in th… 1522.1221221221222
    00:00/00:00
  • Future of Autonomous Research Implications 33. Future of Autonomous Research … 1561.4614614614616
    00:00/00:00
  • The Billion Scientists Movement 34. The Billion Scientists Movemen… 1613.5802469135804
    00:00/00:00
  • Will Research Robots Take My Job 35. Will Research Robots Take My J… 1650.9175842509176
    00:00/00:00
  • Workforce Development for Autonomous Systems Partnership 36. Workforce Development for Auto… 1706.4397731064398
    00:00/00:00
  • Future Directions 37. Future Directions 1726.3596930263598
    00:00/00:00
  • Questions 38. Questions 1763.6970303636972
    00:00/00:00
Pop Out