Georgia Institute of Technology

Liu D., Pusarla P., and Wang Y. (2023) Multi-fidelity physics-constrained neural networks with minimax architecture. Journal of Computing and Information Science in Engineering, 23(3): 031008. [PDF download] copyrighted

Malashkhia L., Liu D., Lu Y., and Wang Y. (2023) Physics-constrained Bayesian neural networks for bias and variance reduction. Journal of Computing and Information Science in Engineering, 23(1): 011012. [PDF download] copyrighted

Liu D. and Wang Y. (2022) "Metal additive manufacturing process design based on physics constrained neural networks and multi-objective Bayesian optimization", Manufacturing Letter, 33: 817-827. [PDF download] copyrighted

Lu Y. and Wang Y. (2021) A physics-constrained dictionary learning approach for compression of vibration signals. Mechanical Systems & Signal Processing, 153: 107434. [PDF download] copyrighted

Liu D. and Wang Y. (2021) A Dual-Dimer method for training physics-constrained neural networks with minimax architecture. Neural Networks, 136: 112-125. [PDF download] copyrighted

Liu D. and Wang Y. (2019) Multi-fidelity physics-constrained neural network and its application in materials modeling. Journal of Mechanical Design, 141(12): 121403. [PDF download] copyrighted

Conference Proceedings:

Lu Y. and Wang Y. (2022) "Temperature field monitoring in fused filament fabrication process based on physics-constrained dictionary learning", Proceedings of the ASME/EWF 2022 International Additive Manufacturing Conference (IAM2022), Oct. 19-20, 2022, Lisbon, Portugal, Paper No. IAM2022-93987. [PDF download] copyrighted

Lu Y. and Wang Y. (2021) "Machine fault diagnosis of fused filament fabrication process with physics-constrained dictionary learning", Procedia Manufacturing, 53: 726-734. [PDF download] copyrighted

Lu Y. and Wang Y. (2021) "Physics-constrained dictionary learning for selective laser melting process monitoring", Proceedings of 2021 IISE Annual Conference, May 22-25, 2021. [PDF download] copyrighted

Liu D. and Wang Y. (2019) "Multi-fidelity physics-constrained neural network and its application in materials modeling", 2019 ASME International Design Engineering Technical Conferences & The Computer and Information in Engineering Conference (IDETC/CIE2019), Aug.18-21, 2019, Anaheim, California, Paper No.DETC2019-98115. [PDF download] copyrighted

Zhang Z., Malashkhia L., Zhang Y., Shevtshenko E., and Wang Y. (2022) Design of Gaussian process based model predictive control for seam tracking in a laser welding digital twin environment. Journal of Manufacturing Processes, 80: 816-828. [PDF download] copyrighted

Lu Y., Shevtshenko E., and Wang Y. (2021) Physics based compressive sensing to enable digital twins of additive manufacturing processes. Journal of Computing and Information Science in Engineering, 21(3): 031009. [PDF download] copyrighted

Lu Y. and Wang Y. (2020) Physics based compressive sensing approach to monitor turbulent flow. AIAA Journal, 58(8): 3299-3307. [PDF download] copyrighted

Lu Y. and Wang Y. (2019) An efficient transient temperature monitoring of fused filament fabrication process with physics-based compressive sensing. IISE Transactions, 51(2): 168-180. [PDF download] copyrighted

Lu Y. and Wang Y. (2018) Monitoring temperature in additive manufacturing with physics-based compressive sensing. Journal of Manufacturing Systems, 48(Part C): 60-70. [PDF download] copyrighted

Chan S., Lu Y., and Wang Y. (2018) Data-driven cost estimation for additive manufacturing in cybermanufacturing. Journal of Manufacturing Systems, 46: 115-126. [PDF download] copyrighted

Liu J., Hu Y., Wu B., and Wang Y. (2018) An improved fault diagnosis approach for FDM process with acoustic emission. Journal of Manufacturing Processes, 35: 570-579. [PDF download] copyrighted

Liu J., Hu Y., Wang Y., Wu B., Fan J., and Hu Z. (2018) An integrated multi-sensor fusion-based deep feature learning approach for rotating machinery diagnosis. Measurement Science and Technology, 29(5): 055103. [PDF download] copyrighted

Wu H., Yu Z., and Wang Y. (2017) Real-time FDM machine condition monitoring and diagnosis based on acoustic emission and hidden semi-Markov model. International Journal of Advanced Manufacturing Technology, 90(5): 2027-2036. [PDF download] copyrighted

Liu J., Hu Y., Wu B., Wang Y., and Xie F. (2017). A hybrid generalized hidden Markov model-based condition monitoring approach for rolling bearings. Sensors, 17(5): 1143. [PDF download] copyrighted

Zhou Q., Wang Y., Jiang P., Shao X., Choi S.-K., Hu J., Cao L., and Meng X. (2017) "An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems Knowledge-Based Systems, 131:10-27. [PDF download] copyrighted

Xie F.Y., Hu Y.M., Wu B., and Wang Y. (2016) A generalized hidden Markov model and its applications in recognition of cutting states.. International Journal of Precision Engineering and Manufacturing, 17(11): 1471-1482. [PDF download] copyrighted

Wu H., Wang Y., and Yu Z. (2016) In-situ monitoring of FDM machine condition via acoustic emission. International Journal of Advanced Manufacturing Technology, 84(5): 1483-1495. [PDF download] copyrighted

Conference Proceedings:

Wu H., Yu Z., and Wang Y. "A new approach for online monitoring of additive manufacturing based on acoustic emission.,", Proceedings of ASME 2016 Manufacturing Science and Engineering Conference (MSEC2016), June 27-July1, 2016, Blacksburg, Virginia , Paper No. MSEC2016-8551. [PDF download] copyrighted

Tessier S. and Wang Y. (2013) Ontology-based feature mapping and verification between CAD systems. Advanced Engineering Informatics, 27(1): 76-92 [PDF download] copyrighted

Wang Y. and Nnaji B.O. (2006) Document-driven design for distributed CAD services in service-oriented architecture. Journal of Computing and Information Science in Engineering, 6(2): 127-138 [PDF download] copyrighted

Wang Y. and Nnaji B.O. (2005) Geometry-based semantic ID for persistent and interoperable reference in feature-based parametric modeling. Computer-Aided Design, 37(10): 1081-1093 [PDF download] copyrighted

Wang Y. and Nnaji B.O. (2004) UL-PML: Constraint-enabled distributed design data model. International Journal of Production Research, 42(17): 3743-3763 [PDF download] copyrighted

Conference Proceedings:

Tessier S. and Wang Y., "Ontology-Based Representation and Verification to Enable Feature Interoperability Between CAD Systems,", Proceedings of ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE2011), August 28–31, 2011, Washington, DC, Paper No. DETC2011-48537 [PDF download] copyrighted

Altidor J., Wileden J.C., Wang Y., Hanayneh L., and Wang Y., "Analyzing and Implementing a Feature Mapping Approach to CAD System Interoperability," Proceedings of ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference--2009 (IDETC/CIE2009), Aug. 30-Sept. 2, 2009, San Diego, California, Paper No. DETC2009/CIE-87539 [PDF download] copyrighted

Hanayneh L., Wang Y., Wang Y., Wileden J.C., and Qureshi K.A., "Feature Mapping Automation for CAD Data Exchange," Proceedings of 2008 ASME International Design Engineering Technical Conferences & The Computer and Information in Engineering Conference (IDETC/CIE2008), Aug.3-6, 2008, New York City, NY, Paper No. DETC2008-49671 [PDF download] copyrighted

Wang Y., Kim K.Y., Muogboh O.S., and Nnaji B.O., "Distributed CAD Data Modeling over the Internet," The 17th International Conference on Production Research (ICPR-17), August 3-7, 2003, Virginia Tech, Blacksburg, VA, USA

Theses:

Tessier, S. (2011) "Ontology-Based Approach to Enable Feature Interoperability between CAD Systems", M.S. thesis copyrighted

Wang, Y. (2018) "Trust quantification for networked cyber-physical systems", IEEE Internet of Things Journal, 5(3): 2055 - 2070. [PDF download] copyrighted

Wang Y., Ajoku P.N., Brustoloni J.C., and Nnaji B.O. (2006) Intellectual property protection in collaborative design through lean information modeling and sharing. Journal of Computing and Information Science in Engineering, 6(2): 149-159 [PDF download] copyrighted

Conference Proceedings:

Malashkhia L., Swiler L.P., Pinar A., and Wang Y., " A robust control scheme for time delay switch attacks," Proceedings of the 2021 Workshop on Additive Manufacturing (3D Printing) Security, November 2021 , [PDF download] copyrighted

Grimm M., Anderl R., and Wang Y., " Conceptual approach for multi-disciplinary cyber physical systems design and engineering," 2014 Symposium on Tools & Methods of Competitive Engineering (TMCE2014), May 19-23, 2014, Budapest, Hungary, [PDF download] copyrighted

Gilbert E., Batarseh O., and Wang Y., "The Influence of Social Networks on Collaborative Engineering in a Product Lifecycle Management Environment," Proceedings of 2009 Industrial Engineering Research Conference (IERC’09), May 31-June 3, 2009, Miami, Florida [PDF download]

Wang Y., Ajoku P.N., and Nnaji B.O., " Distributed Data Access Control for Lean Product Information Sharing in Collaborative Design," Proceedings of ASME International Design Engineering Technical Conferences & Computer and Information in Engineering Conference (IDETC/CIE2004), Sept.28-Oct.3, 2004, Salt Lake City, UT, Paper No.DETC2004-57748 [PDF download] copyrighted

Wang Y., Ajoku P.N., and Nnaji B.O., "Scheduled Role-Based Distributed Data Access Control Model for Data Sharing in Collaborative Design," The 2004 International Symposium on Collaborative Technologies and Systems (CTS2004), January 18-23, 2004, San Diego, CA, pp.191-196

Shevtshenko E., Karaulova T., Kramarenko S., and Wang Y. (2007) IDSS used as a framework for collaborative projects in conglomerate enterprises. Journal of Achievements in Materials & Manufacturing Engineering, 22(1): 89-92 [PDF download]

Kim K.Y., Wang Y., Muogboh O.S., and Nnaji B.O., (2004) Design formalism for collaborative assembly design. Computer-Aided Design, 36(9): 849-871 [PDF download] copyrighted

Wang Y. and Nnaji B.O. (2001) Functionality-based modular design for mechanical product customization over the Internet. Journal of Design and Manufacturing Automation, 1(1-2): 107-121 [PDF download] copyrighted

Conference Proceedings:

Hu G., Wang L., Wang Y., and Bidanda B., "A New Model for Closed-Loop Product Lifecycle Systems," Proceedings of Industrial Engineering Research Conference (IERC'07), May 19-23, 2007, Nashville, Tennessee, Paper No. 805 copyrighted

Nnaji B.O, Wang Y., and Kim K.Y., "Cost-Effective Product Realization - Service-Oriented Architecture for Integrated Product Life-Cycle Management,", The 7th IFAC Symposium on Cost Oriented Automation, June 7-9, 2004, Gatineau/Ottawa, Canada copyrighted

He B., Tang W., Wang J., Huang S., Deng Z., and Wang Y. (2015) Low-carbon conceptual design based on product life cycle assessment. International Journal of Advanced Manufacturing Technology, 81(5): 863-874. [PDF download] copyrighted

He B., Wang J., Huang S., and Wang Y. (2015) Low-carbon product design for product life cycle. Journal of Engineering Design, 26(10-12): 321-339. [PDF download] copyrighted

Li J., Du Z., and Wang Y. (2018) Shape descriptor based local contour profile registration and measurement for flexible automotive sealing. Journal of Computing and Information Science in Engineering, 18(2): 021006. [PDF download] copyrighted

Hillsman C., Wang Y., and Nazzal D. (2013) A semi-automatic mold cost estimation framework based upon geometry similarity. International Journal of Advanced Manufacturing Technology, 68(5-8): 1387-1399 [PDF download] copyrighted

Conference Proceedings:

Li J., Zhang Y., Du Z., and Wang Y., "Geometric descriptor-based local contour point set matching for cross-section profile measurement of automotive sealing strips," Proceedings of 2015 ASME International Design Engineering Technical Conferences & The Computer and Information in Engineering Conference (IDETC/CIE2015), Aug. 2-5, 2015, Boston, Massachusetts, Paper No.DETC2015-47127 [PDF download] copyrighted

Dekkar M. and Wang Y., " A Dynamic 3D Geometry Compression Scheme Based on The Lifted Wavelet Transform," Proceedings of 2007 ASME International Design Engineering Technical Conferences & The Computer and Information in Engineering Conference (IDETC/CIE2007), Sept. 4-7, 2007, Las Vegas, Nevada, Paper No.DETC2007-35628 [PDF download] copyrighted

Wang Y. and Hamza H., " Time-Varying Volume Geometry Compression with 4D Lifting Wavelet Transform," Proceedings of Geometric Modeling & Processing (GMP2006), July 26-28, 2006, Pittsburgh, Pennsylvania, in Lecture Notes in Computer Science, ed. by M.-S. Kim and K. Shimada, Vol.4077, pp.670-676 [PDF download] copyrighted