{"id":19,"date":"2023-09-26T17:04:54","date_gmt":"2023-09-26T21:04:54","guid":{"rendered":"https:\/\/coefs.charlotte.edu\/mdinar\/?page_id=19"},"modified":"2026-03-11T16:05:26","modified_gmt":"2026-03-11T20:05:26","slug":"publications","status":"publish","type":"page","link":"https:\/\/coefs.charlotte.edu\/mdinar\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=XDBfYvYAAAAJ&amp;hl=en\" data-type=\"link\" data-id=\"https:\/\/scholar.google.com\/citations?user=XDBfYvYAAAAJ&amp;hl=en\">Google scholar profile<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Journal articles<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Proceeding<\/th><th>Image\/Logo<\/th><\/tr><\/thead><tbody><tr><td><strong>Comparison of Shape Descriptors for Similarity Search in Manufacturing Process Selection<\/strong>Wang Z., Yan X., Bjorni J., Dinar M., Melkote S. N., Rosen D. (in review), Journal of Computational Design and Engineering<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong><a href=\"https:\/\/doi.org\/10.1080\/00207543.2023.2290700\">Deep Learning and Sequence Mining for Manufacturing Process and Sequence Selection<\/a><\/strong>Zhao C., Dinar M., Melkote S. N. 2024, International Journal of Production Research. DOI: 10.1080\/00207543.2023.2290700<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2024\/02\/tprs_a_2290700_f0002_oc.jpg\" alt=\"TPRS flowchart\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0007850623000203\">Process-aware part retrieval for cyber manufacturing using unsupervised deep learning<\/a><\/strong>Yan X., Wang Z., Bjorni J., Zhao C., Dinar M., Rosen D., Melkote S. N., 2023, CIRP Annals Manufacturing Technology, 72(1). DOI: 10.1016\/j.cirp.2023.03.020<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/cirp23-scaled.jpg\" alt=\"CIRP flowchart\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>A Data-Driven Framework for Learning the Capability of Manufacturing Process Sequences<\/strong>Zhao C., Dinar M., Melkote S. N., 2022, Journal of Manufacturing Systems, 64, pp. 68-80. DOI: 10.1016\/j.jmsy.2022.05.009<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>Automated Classification of Manufacturing Process Capability Utilizing Part Shape, Material, and Quality Attributes<\/strong>Zhao C., Dinar M., Melkote S. N., 2020, Journal of Computing and Information Science in Engineering, 20(2), pp. 1\u201313. DOI: 10.1115\/1.4045410<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>An IoT Architecture for Automated Machining Process Control: A Case Study of Tool Life Enhancement in Turning Operations<\/strong>Nguyen, V., Malchodi, T., Dinar, M., Melkote, S. N., Mishra, A., and Rajagopalan, S., 2019, Smart and Sustainable Manufacturing Systems, 3(2), 20190017<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>Direct Digital Subtractive Manufacturing of a Functional Assembly Using Voxel-based Models<\/strong>Lynn DR., Dinar M., Huang N., Collins J., Jing Y., Greer C., Tucker T., Kurfess TR., 2018, Journal of Manufacturing Science and Engineering, 140(2), 021006. DOI:10.1115\/1.4037631<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>Easy Sculpting: A Pilot Study in Teaching High School Students Machining with CNC without Learning G-code<\/strong>Dinar M, Lynn DR, Barnett EA, Garcia AF, Kurfess GH, Tucker TM., Kurfess TR., 2017, International Journal of Engineering Education, 33(6), 1868-1877<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>Manufacturing Apps and the Dynamic House of Quality: towards an industrial revolution<\/strong>Chen A, Dinar M, Gruenewald T., Wang M., Rosca J., Kurfess TR., 2017, Manufacturing Letters, 13, 25-29. DOI: 10.1016\/j.mfglet.2017.05.005<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>A Design for Additive Manufacturing Ontology<\/strong>Dinar M., Rosen D., 2017, Journal of Computing and Information Science in Engineering, 17(2), 021013, DOI: 10.1115\/1.4035787<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>Problem Map: An ontological framework for a computational study of problem formulation in engineering design<\/strong>Dinar M., Danielescu A., Maclellan C., Shah J. J., Langley P., 2015, Journal of Computing and Information Science in Engineering, 15(3), 031007<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>Empirical Studies of Design Thinking: Past, Present, Future<\/strong>Dinar M., Shah J. J, Cagan J., Leifer L., Linsey J., Smith S., Vargas-Hernandez N., 2015, Journal of Mechanical Design, 137(2), 021101<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>A Computational Aid for Problem Formulation in Early Conceptual Design<\/strong>Maclellan C., Langley P., Shah J. J., and Dinar M., 2013, Journal of Computing and Information Science in Engineering, 13(3), 031005<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><tr><td><strong>Customizing Product Data Management for Systems Engineering in an Informal Lean-Influenced Organization<\/strong>Bergsjo D., Almefelt L., Dinar M., Malmqvist J., 2010, Systems Research Forum, 4(1), 101-120<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" alt=\"AIDEME Logo\" width=\"100%\" height=\"70px\"><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Conference proceedings<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Proceeding<\/th><th>Image\/Logo<\/th><\/tr><\/thead><tbody><tr><td><strong><a href=\"https:\/\/asmedigitalcollection.asme.org\/IDETC-CIE\/proceedings-abstract\/IDETC-CIE2022\/V006T06A012\/1150525\">Exploring Rules of Sustainable Design with Compositional Manufacturing<\/a><\/strong>Bjorni J. and Dinar M., 2022, ASME IDETC\/CIE, St. Louis, MO, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2024\/02\/Picture2.jpg\" width=\"100%\" height=\"70px\" alt=\"Design with Compositional Geometry\"><\/td><\/tr><tr><td><strong><a href=\"https:\/\/asmedigitalcollection.asme.org\/IDETC-CIE\/proceedings-abstract\/IDETC-CIE2021\/V002T02A039\/1128444\">An Algorithm for Partitioning Objects into a Cube Skeleton and Segmented Shell Covers for Parallelized Additive Manufacturing<\/a><\/strong>Li H., Poozhikala T., Dinar M., 2021, ASME IDETC\/CIE, Virtual<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2024\/02\/Untitled.jpg\" width=\"100%\" height=\"70px\" alt=\"Design with Compositional Geometry\"><\/td><\/tr><tr><td><strong>Parallelized Additive Manufacturing of Variably Partitioned Volumes for Large Scale 3D Printing with Localized Quality<\/strong>Dinar M., 2020, ASME IDETC\/CIE, Virtual<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>An MTConnect-Compatible Platform for Secured Machine Monitoring Through Integration of Fog Computing, Cloud Computing, and Communication Protocols<\/strong>Parto M., Dinar M., Kurfess TR., 2018, International Symposium on Flexible Automation, Kanazawa, Japan<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>A Design for Additive Manufacturing Formal Ontology for Manufacturability Analysis<\/strong>Rosen D., Dinar M., 2016, Solid Freeform Fabrication Symposium, Austin, TX<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>A Design for Additive Manufacturing Ontology<\/strong>Dinar M., Rosen D., 2016, ASME IDETC\/CIE, Charlotte, NC, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Second Guessing \u2013 Designer Classification of Problem Definition Fragments<\/strong>Polimera M, Dinar M., and Shah J. J, 2016, Design Computing and Cognition DCC\u201916, Chicago, IL., USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Patterns of Creative Design: Predicting Ideation from Problem Formulation<\/strong>Dinar M., Park Y., Shah J. J, Langley P., 2015, ASME IDETC\/CIE, Boston, MA, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Evaluating the Effectiveness of Problem Formulation and Ideation Skills Learned Throughout an Engineering Design Course<\/strong>Dinar M., Park Y., Shah J. J, 2015, ASME IDETC\/CIE, Boston, MA, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Challenges in developing an ontology for problem formulation<\/strong>Dinar M., Park Y., Shah J. J, 2015, International Conference on Engineering Design (ICED15), Milan, Italy<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Towards a Comprehensive Test of Problem Formulation Skill in Design<\/strong>Dinar M., Shah J. J, 2015, The 3rd International Conference on Design Creativity, Bangalore, India<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Enhancing Design Problem Formulation Skills for engineering design students<\/strong>Dinar M., Shah J. J, 2014, ASME IDETC\/CIE, Buffalo, NY, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Empirical Studies of Design Thinking: Past, Present, Future<\/strong>Cagan J., Dinar M., Shah J. J, Leifer L., Linsey J., Smith S., Vargas-Hernandez N., 2013, ASME IDETC\/CIE, Portland, OR, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>A Model of Problem Formulation Strategies in Engineering Design<\/strong>Dinar M., and Shah J. J., 2012, First Annual Conference on Advances in Cognitive Systems, P. Langley, ed., Palo Alto, CA, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>The Structure of Creative Design: What Problem Maps Can Tell Us about Problem Formulation and Creative Designers<\/strong>Danielescu A., Dinar M., Maclellan C., Shah J. J., and Langley P., 2012, ASME IDETC\/CIE, Chicago, IL, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Beyond Function-Behavior-Structure<\/strong>Dinar M., Maclellan C., Danielescu A., Shah J. J., and Langley P., 2012, Design Computing and Cognition DCC\u201912, J.S. Gero, ed., Springer, Texas A&amp;M University, College Station, TX, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Towards a Formal Representation Model of Problem Formulation in Design<\/strong>Dinar M., Shah J. J., Langley P., Campana E., and Hunt G. R., 2011, ASME IDETC\/CIE, Washington D.C., USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>A Structure for Representing Problem Formulation in Design<\/strong>Dinar M., Shah J. J., Langley P., Hunt G. R., and Campana E., 2011, International Conference on Engineering Design, Copenhagen, Denmark<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><tr><td><strong>Customizing PDM For Systems Engineering Process<\/strong>Bergsjo D., Dinar M., Malmqvist J., 2010, 8th Conference on Systems Engineering Research, Hoboken, NJ, USA<\/td><td><img decoding=\"async\" src=\"https:\/\/coefs.charlotte.edu\/mdinar\/files\/2023\/12\/AIDME_logo.png\" width=\"100%\" height=\"70px\" alt=\"AIDEME Logo\"><\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Google scholar profile Journal articles Proceeding Image\/Logo Comparison of Shape Descriptors for Similarity Search in Manufacturing Process SelectionWang Z., Yan X., Bjorni J., Dinar M., Melkote S. N., Rosen D. (in review), Journal of Computational Design and Engineering Deep Learning &hellip; <a href=\"https:\/\/coefs.charlotte.edu\/mdinar\/publications\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":307,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-19","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/coefs.charlotte.edu\/mdinar\/wp-json\/wp\/v2\/pages\/19","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coefs.charlotte.edu\/mdinar\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/coefs.charlotte.edu\/mdinar\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/coefs.charlotte.edu\/mdinar\/wp-json\/wp\/v2\/users\/307"}],"replies":[{"embeddable":true,"href":"https:\/\/coefs.charlotte.edu\/mdinar\/wp-json\/wp\/v2\/comments?post=19"}],"version-history":[{"count":5,"href":"https:\/\/coefs.charlotte.edu\/mdinar\/wp-json\/wp\/v2\/pages\/19\/revisions"}],"predecessor-version":[{"id":164,"href":"https:\/\/coefs.charlotte.edu\/mdinar\/wp-json\/wp\/v2\/pages\/19\/revisions\/164"}],"wp:attachment":[{"href":"https:\/\/coefs.charlotte.edu\/mdinar\/wp-json\/wp\/v2\/media?parent=19"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}