Binil Starly

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

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

Shohan, S., Harm, J., Hasan, M., Starly, B., & Shirwaiker, R. (2021). Non-destructive quality monitoring of 3D printed tissue scaffolds via dielectric impedance spectroscopy and supervised machine learning. 49TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 49, 2021), Vol. 53, pp. 636–643. https://doi.org/10.1016/j.promfg.2021.06.063

Zhang, J., Zeng, Y., & Starly, B. (2021). Recurrent neural networks with long term temporal dependencies in machine tool wear diagnosis and prognosis. SN APPLIED SCIENCES, 3(4). https://doi.org/10.1007/s42452-021-04427-5

Starly, B., Cohen, P., & Raman, S. (2020). Automating the Search and Discovery of Manufacturing Service Providers to Enable a Digital Supply Chain Network. SMART AND SUSTAINABLE MANUFACTURING SYSTEMS, 4(3), 276–280. https://doi.org/10.1520/SSMS20200061

Hasan, M., & Starly, B. (2020). Decentralized cloud manufacturing-as-a-service (CMaaS) platform architecture with configurable digital assets. JOURNAL OF MANUFACTURING SYSTEMS, 56, 157–174. https://doi.org/10.1016/j.jmsy.2020.05.017

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

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

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

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. (2011). Virtual and Real: Using 3D Scanning, Modeling and Printing in Reconstructing a Juvenile Apatosaurus Skeleton. Journal of Vertebrate Paleontology, 31(Supplement 2).

Lan, S.-F., Safiejko-Mroczka, B., & Starly, B. (2010). Long-term cultivation of HepG2 liver cells encapsulated in alginate hydrogels: A study of cell viability, morphology and drug metabolism. Toxicology in Vitro, 24(4), 1314–1323. https://doi.org/10.1016/j.tiv.2010.02.015

Parthasarathy, J., Starly, B., Raman, S., & Christensen, A. (2010). Mechanical evaluation of porous titanium (Ti6Al4V) structures with electron beam melting (EBM). Journal of the Mechanical Behavior of Biomedical Materials, 3(3), 249–259. https://doi.org/10.1016/j.jmbbm.2009.10.006

Yasar, O., Lan, S.-F., & Starly, B. (2009). A Lindenmayer system-based approach for the design of nutrient delivery networks in tissue constructs. Biofabrication, 1(4), 045004. https://doi.org/10.1088/1758-5082/1/4/045004

Parthasarathy, J., Starly, B., & Raman, S. (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

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

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

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

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., 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

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