Research output per year
Research output per year
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Dive into the research topics where Binil Starly is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Complex value autoencoder for machinery audio generation
Varghese, A., Starly, B. & Iquebal, A., Aug 2025, In: Manufacturing Letters. 44, p. 1468-1478 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Industrial metaverse meets IIoT: low-code platforms for machine-to-machine and human-to-machine integration
Koprov, P. & Starly, B., Aug 2025, In: Manufacturing Letters. 44, p. 1254-1265 12 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Building a knowledge graph to enrich ChatGPT responses in manufacturing service discovery
Li, Y. & Starly, B., Jul 2024, In: Journal of Industrial Information Integration. 40, 100612.Research output: Contribution to journal › Article › peer-review
Open Access34 Scopus citations -
Machine identity authentication via unobservable fingerprinting signature: A functional data analysis approach for MQTT 5.0 protocol
Koprov, P., Fang, X. & Starly, B., Oct 2024, In: Journal of Manufacturing Systems. 76, p. 59-74 16 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Manufacturing service capability prediction with Graph Neural Networks
Li, Y., Liu, X. & Starly, B., Jun 2024, In: Journal of Manufacturing Systems. 74, p. 291-301 11 p.Research output: Contribution to journal › Article › peer-review
16 Scopus citations
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Proto-OKN Theme 1 - Supply and Demand Open Knowledge Network (SUDOKN)
Bansal, S. (CoI), Ameri, F. (PI), Starly, B. (CoI) & Ko, H. (CoI)
National Science Foundation (NSF)
10/1/23 → 9/30/26
Project: Research project
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Manufacturing Certification 2 Degree Consortium (C2D)
Bhate, D. (CoI), Redkar, S. (CoI), Dehghan-Niri, E. (PI), Starly, B. (CoI), Azeredo, B. (CoI), Santanam, R. (CoI) & Blais, R. (CoI)
DOD: Washington Headquarters Services Acquisition Directorate
9/22/23 → 9/21/26
Project: Research project
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Southwest Advanced Prototyping ('SWAP') Hub
Ozev, S. (CoI), Holman, Z. (CoI), Kinsy, M. (CoI), Starly, B. (CoI), Chakrabarty, K. (CoI), Tongay, S. A. (CoI), Bailey, C. (CoI), Thornton, T. (CoI), Barnaby, H. (CoI) & Celano, U. (CoI)
9/25/23 → 9/24/24
Project: Research project
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Unreal Virtual Factories
Starly, B. (PI)
DOD: Defense Advanced Research Projects Agency (DARPA)
9/25/23 → 9/24/24
Project: Research project
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Developing the Future Manufacturing Workforce: Advancing Materials Processing and Manufacturing Processes in Extreme Environments
Ameri, F. (CoI), Starly, B. (PI), Hsu, K. (CoI) & Azeredo, B. (CoI)
Los Alamos National Laboratory (LANL)
9/1/23 → 12/31/24
Project: Research project