Binil Starly Li, Y., & Starly, B. (2024). Building a knowledge graph to enrich ChatGPT responses in manufacturing service discovery. JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 40. https://doi.org/10.1016/j.jii.2024.100612 Koprov, P., Fang, X., & Starly, B. (2024). Machine identity authentication via unobservable fingerprinting signature: A functional data analysis approach for MQTT 5.0 protocol. JOURNAL OF MANUFACTURING SYSTEMS, 76, 59–74. https://doi.org/10.1016/j.jmsy.2024.07.003 Li, Y., Liu, X., & Starly, B. (2024). Manufacturing service capability prediction with Graph Neural Networks. JOURNAL OF MANUFACTURING SYSTEMS, 74, 291–301. https://doi.org/10.1016/j.jmsy.2024.03.010 Koprov, P., Gadhwala, S., Walimbe, A., Fang, X., & Starly, B. (2023). Systems and methods for authenticating manufacturing Machines through an unobservable fingerprinting system. Manufacturing Letters, 35, 1009–1018. https://doi.org/10.1016/j.mfglet.2023.08.051 Starly, B., Koprov, P., Bharadwaj, A., Batchelder, T., & Breitenbach, B. (2023). “Unreal” factories: Next generation of digital twins of machines and factories in the Industrial Metaverse. Manufacturing Letters, 37, 50–52. https://doi.org/10.1016/j.mfglet.2023.07.021 Bharadwaj, A. G., & Starly, B. (2022). Knowledge graph construction for product designs from large CAD model repositories. ADVANCED ENGINEERING INFORMATICS, 53. https://doi.org/10.1016/j.aei.2022.101680 Kumar, A., & Starly, B. (2021, June 24). "FabNER": information extraction from manufacturing process science domain literature using named entity recognition. JOURNAL OF INTELLIGENT MANUFACTURING, Vol. 6. https://doi.org/10.1007/s10845-021-01807-x Kapadia, M. S., Uzsoy, R., Starly, B., & Warsing, D. P., Jr. (2021, October 23). A genetic algorithm for order acceptance and scheduling in additive manufacturing. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, Vol. 10. https://doi.org/10.1080/00207543.2021.1991023 Pahwa, D., & Starly, B. (2021). Dynamic matching with deep reinforcement learning for a two-sided Manufacturing-as-a-Service (MaaS) marketplace. MANUFACTURING LETTERS, 29, 11–14. https://doi.org/10.1016/j.mfglet.2021.05.005 Hasan, M., Ogan, K., & Starly, B. (2021). Hybrid Blockchain Architecture for Cloud Manufacturing-as-a-service (CMaaS) Platforms with Improved Data Storage and Transaction Efficiency. 49TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 49, 2021), Vol. 53, pp. 594–605. https://doi.org/10.1016/j.promfg.2021.06.060 Shohan, S., Harm, J., Hasan, M., Starly, B., & Shirwaiker, R. (2021). 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JOURNAL OF MANUFACTURING SYSTEMS, 56, 157–174. https://doi.org/10.1016/j.jmsy.2020.05.017 Angrish, A., Bharadwaj, A., & Starly, B. (2021). MVCNN plus plus : Computer-Aided Design Model Shape Classification and Retrieval Using Multi-View Convolutional Neural Networks. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 21(1). https://doi.org/10.1115/1.4047486 Sun, W., Starly, B., Daly, A. C., Burdick, J. A., Groll, J., Skeldon, G., … Ozbolat, I. T. (2020). The bioprinting roadmap. BIOFABRICATION, 12(2). https://doi.org/10.1088/1758-5090/ab5158 Mehdi, N., & Starly, B. (2020). Witness Box Protocol: Automatic machine identification and authentication in industry 4.0. COMPUTERS IN INDUSTRY, 123. https://doi.org/10.1016/j.compind.2020.103340 Latif, H., Shao, G., & Starly, B. (2019). Integrating A Dynamic Simulator and Advanced Process Control using the OPC-UA Standard. 47TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 47), Vol. 34, pp. 813–819. https://doi.org/10.1016/j.promfg.2019.06.200 Pahwa, D., & Starly, B. (2019). Network-based pricing for 3D printing services in two-sided manufacturing-as-a-service marketplace. Rapid Prototyping Journal, ahead-of-print(ahead-of-print). https://doi.org/10.1108/rpj-01-2019-0018 Sherlekar, R., Starly, B., & Cohen, P. H. (2019). Provisioned Data Distribution for Intelligent Manufacturing via Fog Computing. 47TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 47), Vol. 34, pp. 893–902. https://doi.org/10.1016/j.promfg.2019.06.158 Angrish, A., Craver, B., & Starly, B. (2019). “FabSearch”: A 3D CAD Model-Based Search Engine for Sourcing Manufacturing Services. Journal of Computing and Information Science in Engineering, 19(4). https://doi.org/10.1115/1.4043211 Angrish, A., Craver, B., Hasan, M., & Starly, B. (2018). A Case Study for Blockchain in Manufacturing: “FabRec”: A Prototype for Peer-to-Peer Network of Manufacturing Nodes. Procedia Manufacturing, 26, 1180–1192. https://doi.org/10.1016/J.PROMFG.2018.07.154 Narayanan, L. K., Thompson, T. L., Shirwaiker, R. A., & Starly, B. (2018). Label free process monitoring of 3D bioprinted engineered constructs via dielectric impedance spectroscopy. BIOFABRICATION, 10(3). https://doi.org/10.1088/1758-5090/aaccbf Sweeney, P. W., Starly, B., Morris, P. J., Xu, Y., Jones, A., Radhakrishnan, S., … Davis, C. C. (2018). Large-scale digitization of herbarium specimens: Development and usage of an automated, high-throughput conveyor system. TAXON, 67(1), 165–178. https://doi.org/10.12705/671.9 Pahwa, D., Starly, B., & Cohen, P. (2018). Reverse auction mechanism design for the acquisition of prototyping services in a manufacturing-as-a-service marketplace. JOURNAL OF MANUFACTURING SYSTEMS, 48, 134–143. https://doi.org/10.1016/j.jmsy.2018.05.005 Angrish, A., Starly, B., Lee, Y.-S., & Cohen, P. H. (2017). A flexible data schema and system architecture for the virtualization of manufacturing machines (VMM). Journal of Manufacturing Systems, 45, 236–247. https://doi.org/10.1016/j.jmsy.2017.10.003 Kumar, A., Lau, W., & Starly, B. (2017). Human Mesenchymal Stem Cells Expansion on Three-Dimensional (3D) Printed Poly-Styrene (PS) Scaffolds in a Perfusion Bioreactor. 3RD CIRP CONFERENCE ON BIOMANUFACTURING, Vol. 65, pp. 115–120. https://doi.org/10.1016/j.procir.2017.04.012 Narayanan, L. K., Thompson, T. L., Bhat, A., Starly, B., & Shirwaiker, R. (2017). Investigating dielectric impedance spectroscopy as a non-destructive quality assessment tool for 3D cellular constructs. Proceedings of the ASME 12th International Manufacturing Science and Engineering Conference - 2017, vol 4. https://doi.org/10.1115/msec2017-2725 Zhang, J., Starly, B., Cai, Y., Cohen, P. H., & Lee, Y.-S. (2017). Particle learning in online tool wear diagnosis and prognosis. JOURNAL OF MANUFACTURING PROCESSES, 28, 457–463. https://doi.org/10.1016/j.jmapro.2017.04.012 Cai, Y., Starly, B., Cohen, P., & Lee, Y.-S. (2017). Sensor Data and Information Fusion to Construct Digital-twins Virtual Machine Tools for Cyber-physical Manufacturing. Procedia Manufacturing, 10, 1031–1042. https://doi.org/10.1016/J.PROMFG.2017.07.094 Singh, S., Angrish, A., Barkley, J., Starly, B., Lee, Y.-S., & Cohen, P. (2017). Streaming Machine Generated Data to Enable a Third-Party Ecosystem of Digital Manufacturing Apps. Procedia Manufacturing, 10, 1020–1030. https://doi.org/10.1016/J.PROMFG.2017.07.093 Narayanan, L. K., Huebner, P., Fisher, M. B., Spang, J. T., Starly, B., & Shirwaiker, R. A. (2016). 3D-Bioprinting of Polylactic Acid (PLA) Nanofiber–Alginate Hydrogel Bioink Containing Human Adipose-Derived Stem Cells. ACS Biomaterials Science & Engineering, 2(10), 1732–1742. https://doi.org/10.1021/acsbiomaterials.6b00196 Nordberg, R. C., Zhang, J., Griffith, E. H., Frank, M. W., Starly, B., & Loboa, E. G. (2017). Electrical Cell-Substrate Impedance Spectroscopy Can Monitor Age-Grouped Human Adipose Stem Cell Variability During Osteogenic Differentiation. STEM CELLS TRANSLATIONAL MEDICINE, 6(2), 502–511. https://doi.org/10.5966/sctm.2015-0404 Yasar, O., & Starly, B. (2016). Fabrication of Lindenmayer System-Based Designed Engineered Scaffolds Using UV-Maskless Photolithography. MRS ADVANCES, 1(11), 749–754. https://doi.org/10.1557/adv.2016.223 Kumar, A., & Starly, B. (2016). Modeling human mesenchymal stem cell expansion in vertical wheel bioreactors using lactate production rate in regenerative medicine biomanufacturing. Proceedings of the ASME 11th International Manufacturing Science and Engineering Conference, 2016, vol 2. https://doi.org/10.1115/msec2016-8787 Narayanan, L. K., Kumar, A., Tan, Z. (G., Bernacki, S., Starly, B., & Shirwaiker, R. A. (2015). Alginate Microspheroid Encapsulation and Delivery of MG-63 Cells Into Polycaprolactone Scaffolds: A New Biofabrication Approach for Tissue Engineering Constructs. Journal of Nanotechnology in Engineering and Medicine, 6(2). https://doi.org/10.1115/1.4031174 Dreher, R., & Starly, B. (2015). Biofabrication of Multimaterial Three-Dimensional Constructs Embedded With Patterned Alginate Strands Encapsulating PC12 Neural Cell Lines. Journal of Nanotechnology in Engineering and Medicine, 6(2). https://doi.org/10.1115/1.4031173 Kumar, A., & Starly, B. (2015). Large scale industrialized cell expansion: producing the critical raw material for biofabrication processes. BIOFABRICATION, 7(4). https://doi.org/10.1088/1758-5090/7/4/044103 Hunsberger, J., Harrysson, O., Shirwaiker, R., Starly, B., Wysk, R., Cohen, P., … Atala, A. (2015). Manufacturing Road Map for Tissue Engineering and Regenerative Medicine Technologies. STEM CELLS TRANSLATIONAL MEDICINE, 4(2), 130–135. https://doi.org/10.5966/sctm.2014-0254 Khandaker, M., Vaughan, M., & Starly, B. (2014). The Influence of MgO Nanoparticles on the Osseointegration of Polycaprolactone - Sodium Alginate Hydrogel Interfaces. British Journal of Applied Science & Technology, 4(1), 79–88. https://doi.org/10.9734/bjast/2014/5404 Lan, S.-F., Kehinde, T., Zhang, X., Khajotia, S., Schmidtke, D. W., & Starly, B. (2013). Controlled release of metronidazole from composite poly-ε-caprolactone/alginate (PCL/alginate) rings for dental implants. Dental Materials, 29(6), 656–665. https://doi.org/10.1016/j.dental.2013.03.014 Parthasarathy, J., Starly, B., & Raman, S. (2011). A design for the additive manufacture of functionally graded porous structures with tailored mechanical properties for biomedical applications. Journal of Manufacturing Processes, 13(2), 160–170. https://doi.org/10.1016/j.jmapro.2011.01.004 Lan, S.-F., & Starly, B. (2011). Alginate based 3D hydrogels as an in vitro co-culture model platform for the toxicity screening of new chemical entities. Toxicology and Applied Pharmacology, 256(1), 62–72. https://doi.org/10.1016/j.taap.2011.07.013 Padmanabhan, T., Kamaraj, V., Magwood, L., Jr., & Starly, B. (2011). Experimental investigation on the operating variables of a near-field electrospinning process via response surface methodology. Journal of Manufacturing Processes, 13(2), 104–112. https://doi.org/10.1016/j.jmapro.2011.01.003 Charles, R., Raman, S., & Starly, B. (2011). Sustainment: A Growth Industry for Custom Manufacturing in the United States. Journal of Aviation and Aerospace Perspectives, 1(1), 5–16. Davies, K., & Starly, B. 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(2009). Computer Aided Biomodeling and Analysis of Patient Specific Porous Titanium Mandibular Implants. Journal of Medical Devices, 3(3). https://doi.org/10.1115/1.3192104 Mishra, A., & Starly, B. (2009). Real time in vitro measurement of oxygen uptake rates for HEPG2 liver cells encapsulated in alginate matrices. Microfluidics and Nanofluidics, 6(3), 373–381. https://doi.org/10.1007/s10404-008-0396-z Starly, B., Yildirim, E., & Sun, W. (2007). A tracer metric numerical model for predicting tortuosity factors in three-dimensional porous tissue scaffolds. Computer Methods and Programs in Biomedicine, 87(1), 21–27. https://doi.org/10.1016/j.cmpb.2007.04.003 Starly, B., & Choubey, A. (2007). Enabling Sensor Technologies for the Quantitative Evaluation of Engineered Tissue. Annals of Biomedical Engineering, 36(1), 30–40. https://doi.org/10.1007/s10439-007-9399-2 Starly, B., & Sun, W. (2007). Internal Scaffold Architecture Designs using Lindenmayer Systems. Computer-Aided Design and Applications, 4(1-4), 395–403. https://doi.org/10.1080/16864360.2007.10738559 Piatt, J. H., Jr., Starly, B., Sun, W., & Faerber, E. (2006). Application of computer-assisted design in craniofacial reconstructive surgery using a commercial image guidance system. Journal of Neurosurgery: Pediatrics, 104(1), 64–67. https://doi.org/10.3171/ped.2006.104.1.64 Evans, P. J., Starly, B., & Sun, W. (2006). Computer Aided Tissue Engineering for the Design and Evaluation of Lumbar-Spine Arthroplasty. Computer-Aided Design and Applications, 3(6), 771–778. https://doi.org/10.1080/16864360.2006.10738430 Fang, Z., Starly, B., Shokoufandeh, A., Regli, W., & Sun, W. (2005). A Computer-aided Multi-scale Modeling and Direct Fabrication of Bone Structure. Computer-Aided Design and Applications, 2(5), 627–635. https://doi.org/10.1080/16864360.2005.10738327 Sun, W., Starly, B., Nam, J., & Darling, A. (2005). Bio-CAD modeling and its applications in computer-aided tissue engineering. Computer-Aided Design, 37(11), 1097–1114. https://doi.org/10.1016/j.cad.2005.02.002 Wettergreen, M. A., Bucklen, B. S., Starly, B., Yuksel, E., Sun, W., & Liebschner, M. A. K. (2005). Creation of a unit block library of architectures for use in assembled scaffold engineering. Computer-Aided Design, 37(11), 1141–1149. https://doi.org/10.1016/j.cad.2005.02.005 Starly, B., Lau, A., Sun, W., Lau, W., & Bradbury, T. (2005). Direct slicing of STEP based NURBS models for layered manufacturing. Computer-Aided Design, 37(4), 387–397. https://doi.org/10.1016/j.cad.2004.06.014 Starly, B., Lau, W., Bradbury, T., & Sun, W. (2006). Internal architecture design and freeform fabrication of tissue replacement structures. Computer-Aided Design, 38(2), 115–124. https://doi.org/10.1016/j.cad.2005.08.001 Starly, B., Fang, Z., Sun, W., Shokoufandeh, A., & Regli, W. (2005). Three-Dimensional Reconstruction for Medical-CAD Modeling. Computer-Aided Design and Applications, 2(1-4), 431–438. https://doi.org/10.1080/16864360.2005.10738392 Nam, J., Starly, B., Darling, A., & Sun, W. (2004). Computer Aided Tissue Engineering for Modeling and Design of Novel Tissue Scaffolds. Computer-Aided Design and Applications, 1(1-4), 633–640. https://doi.org/10.1080/16864360.2004.10738308 Fang, Z., Starly, B., & Sun, W. (2005). Computer-aided characterization for effective mechanical properties of porous tissue scaffolds. Computer-Aided Design, 37(1), 65–72. https://doi.org/10.1016/j.cad.2004.04.002 Sun, W., Starly, B., Darling, A., & Gomez, C. (2004). Computer-aided tissue engineering: application to biomimetic modelling and design of tissue scaffolds. Biotechnology and Applied Biochemistry, 39(1), 49. https://doi.org/10.1042/ba20030109 Sun, W., Darling, A., Starly, B., & Nam, J. (2004). Computer-aided tissue engineering: overview, scope and challenges. Biotechnology and Applied Biochemistry, 39(1), 29. https://doi.org/10.1042/ba20030108