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Smart Manufacturing Publications

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Aman Kumar, Binil Starly, ''"FabNER”: Information Extraction from Manufacturing Process Science Domain Literature Using Named Entity Recognition', Journal of Intelligent Manufacturing, Accepted, 2021.

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D. Pahwa, B. Starly, “Dynamic Matching with Deep Reinforcement Learning for a Two-Sided Manufacturing-as-a-Service (MaaS) Marketplace”, SME Manufacturing Letters, Vol 29, Pg11-14, 2021.

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J. Zhang, Y. Zeng, B Starly, “Recurrent neural networks with long term temporal dependencies in machine tool wear diagnosis and prognosis”, SpringerNature(SN) Applied Sciences 3 (4), 1-13, 2021.

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Atin Angrish, A. Bharadwaj, Binil Starly, “MVCNN++: CAD Model Shape Classification and Retrieval using Multi-View Convolutional Neural Networks”, ASME J. Comput. Inf. Sci. Eng.  (JCISE), Feb 2021, 21(1): 011001.​

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Nabeel Mehdi, Binil Starly, “Witness Box Protocol: Automatic Machine Identification and Authentication in Industry 4.0”, Computers in Industry, Vol 123, 2020.

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Binil Starly, Paul Cohen, Shivakumar Raman, “Automating the Search and Discovery of Manufacturing Service Providers to enable a Digital Supply Chain Network”, ASTM Smart and Sustainable Manufacturing Systems, Vol 4(3), 2020.

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Mahmud Hasan, Binil Starly, “Decentralized Cloud Manufacturing-as-a-Service (CMaaS) Platform Architecture with Configurable Digital Assets”, Journal of Manufacturing Systems, 2020, Vol 56. Pg. 157-174.

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Deepak Pahwa, Binil Starly, “Network Based Pricing for 3D Printing Services in Two-Sided Manufacturing-as-a-Service Marketplace”, Rapid Prototyping Journal, 26/1 (2020) 82–88. https://doi.org/10.1108/RPJ-01-2019-0018.

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Atin Angrish, Benjamin Craver and Binil Starly, “FabSearch”: A 3D CAD Model Based Search Engine for Sourcing Manufacturing Services", Journal of Computing and Information Science in Engineering. Dec 2019, 19(4): 041006. 

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Deepak Pahwa, Paul Cohen, Binil Starly, “Reverse Auction Mechanism Reverse Auction Mechanism Design for the Acquisition of Prototyping Services in a Manufacturing-as-a-Service Marketplace, Journal of Manufacturing Systems, 2018, Volume 48, Part C, July 2018, Pages 134-143. ​

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Patrick W. Sweeney, Binil Starly, Yiming Xu, Aimee Jones, Sridhar Radhakrishnan, Charles C. Davis, “Large-scale digitization of herbarium specimens: development and usage of an automated, high-throughput conveyor system”, Taxon., 2018, Vol 67(1).pp 165-178

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Atin Angrish, Binil Starly, Yuan-Shin Lee, Paul Cohen, “A Flexible Data Schema and System Architecture for the Virtualization of Manufacturing Machines (VMM)", Journal of Manufacturing Systems, 2017, 45:236-247

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Jianlei Zhang, Binil Starly, Yi Cai, Paul H. Cohen, Yuan-Shin Lee, "Particle Learning in Online Tool Wear Diagnosis and Prognosis", Journal of Manufacturing Processes, 2017, Vol 28, Part 3, 2017

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Davies, K., Starly, B., “Virtual and Real: Using 3D Scanning, Modeling and Printing in Reconstructing a Juvenile Apatosaurus Skeleton”, Journal of Vertebrate Paleontology, 31(2), 2011.

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Padmanabhan, T., Kamaraj V., Magwood, L., Starly, B.,“Experimental Investigation on the Operating Variables of a Near-Field Electrospinning Process via Response Surface Methodology”, Journal of Manufacturing Processes, Vol. 13(2), pp. 104-112, 2011.

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Ryan Charles, Shivakumar Raman, Binil Starly, “Sustainment: A Growth Industry for Custom Manufacturing in the United States”, Journal of Aviation and Aerospace Perspectives, Vol. 1, No. 1, 2011, Pg 5–16.

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Starly, B., Lau, A., Sun, W. Lau, W. and Bradbury T., “Direct Slicing of STEP Based NURBS Models for Layered Manufacturing", Computer-Aided Design, Vol. 37,  Issue 4, 2005, pp 387-397.

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