Smart Manufacturing Publications

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

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.

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.

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.​

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

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.

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.

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.

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. 

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. ​

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

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

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

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.

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.

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.

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.