Journal Papers

  1. Chaudhari, A.M., Gralla, E., Szajnfarber, Z., and Panchal, J.H., 2022, “Co-Evolution of Communication and System Performance in Engineering Systems Design: A Stochastic Network-Behavior Dynamics Model,” ASME Journal of Mechanical Design, in press.
  2. Dachowicz, A., Mall, K., Balasubramani, P., Raz, A., Panchal, J.H., DeLaurentis, D, 2022, “Mission Engineering and Design using Real-Time Strategy Games: An Explainable-AI Approach,” ASME Journal of Mechanical Design, Vol. 144, No. 2, 021710. DOI: 10.1115/1.4052841.
  3. Simpson, V., Hass, Z.J., Panchal, J.H., and McGowan, B., 2021, “Understanding the Development, Evaluation, and Sustainability of Community Health Networks Using Social Network Analysis: A Scoping Review”, American Journal of Health Promotion, in press. DOI: 10.1177/08901171211045984.
  4. Jiao, J., Commuri, S., Panchal, J.H., Milisavljevic-Syed, J., Allen, J.K., Mistree, F., and Schaefer, D. 2021, “Design Engineering in the Age of Industry 4.0”, ASME Journal of Mechanical Design, Vol. 143, No. 7, p. 070801, DOI: 10.1115/1.4051041.
  5. Pandita, P., Tsilifis, P., Awalgaonkar, N.M., Bilionis, I., Panchal, J.H., 2021, “Surrogate-based Sequential Bayesian Experimental Design using Non-stationary Gaussian Processes,” Computer Methods in Applied Mechanics and Engineering, Vol. 385, 114007. DOI: 10.1016/j.cma.2021.114007.
  6. Chaudhari, A.M., Gralla, E., Szajnfarber, Z., Grogan, P., and Panchal, J.H., 2020, “Designing Representative Model Worlds to Study Socio-Technical Phenomena: A Case Study of Communication Patterns in Engineering Systems Design,” ASME Journal of Mechanical Design, Vol. 142, No. 12, p. 121403. DOI: 10.1115/1.4048295.
  7. Salar, S., Bilionis, I., and Panchal, J.H., 2020, “Modeling the System Acquisition Using Deep Reinforcement Learning,” IEEE Access, Vol. 8, pp. 124894 – 124904. DOI: 10.1109/ACCESS.2020.3008083.
  8. Dachowicz, A., Atallah, M., and Panchal, J.H., 2020, “Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing,” ASME Journal of Computing and Information Science in Engineering, Vol. 20, No. 5, p. 051004. DOI: 10.1115/1.4046891.
  9. Chaudhari, A., Bilionis, I., and Panchal, J.H., 2020, “Descriptive Models of Sequential Decisions in Engineering Design: An Experimental Study,” ASME Journal of Mechanical Design, Vol. 142, No. 8, 081704. DOI: 10.1115/1.4045605.
  10. Shergadwala, M., Forbes, H., Schaefer, D., Panchal, J.H., 2020, “Challenges and Research Directions in Crowdsourcing for Engineering Design: An Interview Study with Industry Professionals,” IEEE Transactions on Engineering Management, in press. DOI: 10.1109/TEM.2020.2983551.
  11. Szajnfarber, Z., Grogan, P.T., Panchal, J.H., and Gralla, E.M., 2020, “A Call for Consensus on the Use of Representative Model Worlds in Systems Engineering and Design”, Systems Engineering, Vol. 20, No. 4, pp. 436-442. DOI: 10.1002/sys.21536.
  12. Bao, Y., Ming, Z., Panchal, J.H., Wang, G., and Yan, Y., 2020, “A Reusable and Executable Information Model of Experiments on Human Decision Making in Systems Engineering and Design”, IEEE Access, Vol. 8, pp. 27597 – 27617. DOI: 10.1109/ACCESS.2020.2971738.
  13. Safarkhani, S., Bilionis, I., Panchal, J.H., 2020, “Towards a Theory of Systems Engineering Processes: A Principal-Agent Model of a One-Shot, Shallow Process,” IEEE Systems Journal, Vol. 14, No. 3, pp. 3277-3288. DOI: 10.1109/JSYST.2020.2964668.
  14. Karumuri, S., Tripathy, R.K., Bilionis, I., Panchal, J.H., 2020, “Simulator-free Solution of High-dimensional Stochastic Elliptic Partial Differential Equations using Deep Neural Networks,” Journal of Computational Physics, Vol. 404, No. 1, 109120. DOI: 10.1016/j.jcp.2019.109120.
  15. Thekinen, J.D., Moolchandani, K.A., Panchal, J.H., and DeLaurentis, D.A., 2020, “Modeling Airlines’ Route Selection Decisions under Competition: A Model based on Discrete Games”, AIAA Journal of Air Transportation, Vol. 28, No. 1, pp. 3-14. DOI: 10.2514/1.D0153.
  16. Forbes, H., Schaefer, D., Panchal, J.H., Han, J., 2020, “A Design Framework for Social Product Development,” IEEE Transactions on Engineering Management, in press. DOI: 10.1109/TEM.2019.2948996.
  17. Liu, K., Wu, T., Detwiler, D., Panchal, J.H., Tovar, A., 2019, “Design for Crashworthiness of Categorical Multimaterial Structures Using Cluster Analysis and Bayesian Optimization,” ASME Journal of Mechanical Design, Vol. 141, No. 12, 121701. DOI: 10.1115/1.4044838
  18. Pandita, P., Bilionis, I., and Panchal, J.H., 2019, “Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions”, ASME Journal of Mechanical Design, Vol. 141, No. 10, 101404. DOI: 10.1115/1.4043930.
  19. Chaduvula, S., Atallah, M., and Panchal, J.H., 2019, “sFEA: Secure Finite Element Analysis,” ASME Journal of Computing and Information Science in Engineering, Vol. 19, No. 3, 031004. DOI: 10.1115/1.4042695.
  20. Sha, Z., Chaudhari, A., and Panchal, J.H., 2019, “Modeling Participation Behaviors in Design Crowdsourcing Using A Bipartite Network-Based Approach,” ASME Journal of Computing and Information Science in Engineering, Vol. 19, No. 3, 031010. DOI: 10.1115/1.4042639.
  21. Shergadwala, M., Bilionis, I., Kannan, K., and Panchal, J.H., 2018, “Quantifying the Impact of Domain Knowledge and Problem Framing on Sequential Decisions in Engineering Design”, ASME Journal of Mechanical Design, Vol. 140, No. 10, 101402. DOI: 10.1115/1.4040548.
  22. Chaduvula, S.C., Dachowicz, A., Atallah, M., and Panchal, J.H., 2018, “Security in Cyber-Enabled Design and Manufacturing: A Survey”, ASME Journal of Computing and Information Science in Engineering, Vol. 18, No. 4, 040802. DOI: 10.1115/1.4040341.
  23. Chaudhari, A.M., Sha, Z., and Panchal, J.H., 2018, “Analyzing Participant Behaviors in Design Crowdsourcing Contests Using Causal Inference on Field Data”, ASME Journal of Mechanical Design, Vol. 140, No. 9, 091401. DOI: 10.1115/1.4040166.
  24. Dachowicz, A., Chaduvula, S.C., Atallah, M., Bilionis, I., Panchal, J.H., 2018, “Strategic Information Revelation in Collaborative Design”, Advanced Engineering Informatics, Vol. 36, No. 2, pp. 242-253. DOI: 10.1016/j.aei.2018.04.004.
  25. Chaitanya, C.S., Atallah, M., and Panchal, J.H., 2018, “Secure Co-design: Achieving Optimality without Revealing,” ASME Journal of Computing and Information Science in Engineering, Vol. 18, No. 2, 021007. DOI: 10.1115/1.4039431.
  26. Pandita, P., Bilionis, I., Panchal, J.H., Gautham, B.P., Joshi, A., Zagade, P., 2018, “Stochastic Multi-objective Optimization on a Budget:   Application to multi-pass wire drawing with quantified uncertainties”, International Journal of Uncertainty Quantification, Vol. 8, No. 3, pp. 233-249. DOI: 10.1615/Int.J.UncertaintyQuantification.2018021315.
  27. Wang, G., Ming, Z., Yan, Y., Panchal, J.H., Goh, D., Allen, J.K., Mistree, M., 2018, “Ontology-Based Representation of Design Decision Hierarchies”, ASME Journal of Computing and Information Science in Engineering, Vol. 18, No. 1, 011001. DOI: 10.1115/1.4037934.
  28. Taha, A.F., Qi, J., Wang, J., and Panchal, J.H., 2018, “Risk Mitigation for Dynamic State Estimation against Cyber Attacks and Unknown Inputs,” IEEE Transactions on Smart Grids, Vol. 9, No. 2, pp. 886-899. DOI: 10.1109/TSG.2016.2570546.
  29. Panchal, J.H., Szajnfarber, Z., 2017, “Experiments in Systems Engineering and Design Research”, Systems Engineering, Vol. 20, No. 6, pp. 529-541. DOI: 10.1002/sys.21415
  30. Panchal, J.H., Sha, Z., Kannan, K., 2017, “Understanding Design Decisions under Competition using Games with Information Acquisition and a Behavioral Experiment”, ASME Journal of Mechanical Design, Vol. 139, No. 9, 091402. DOI: 10.1115/1.4037253.
  31. Dachowicz, A., Chaduvula, S.C., Atallah, M., Panchal, J.H., 2017, “Microstructure-based Counterfeit Detection in Metal Part Manufacturing”, JOM: The Journal of the Minerals, Metals & Materials Society, Vol. 69, No. 11, pp. 2390-2396. DOI: 10.1007/s11837-017-2502-8.
  32. Wang, S., Bhandari, S., Chaduvula, S., Atallah, M., Panchal, J.H., Ramani, K., 2017, “Secure Collaborations in Engineering System Design,” ASME Journal of Computing and Information Science in Engineering, Vol. 17, No. 4, 041010. DOI: 10.1115/1.4036615.
  33. Thekinen, J., and Panchal, J.H., 2017, “Resource Allocation in Cloud-based Design and Manufacturing: A Mechanism Design Approach,” Journal of Manufacturing Systems, Vol. 43, No. 2, pp. 327–338. DOI: 10.1016/j.jmsy.2016.08.005
  34. Gautham, B.P., Kulkarni, N., H., Panchal, J.H., Allen, J.K., Mistree, F., 2017, “A Method for the Preliminary Design of Gears using a Reduced Number of AGMA Design Factors,” Engineering Optimization, Vol. 49, Issue 4, pp. 565-582. DOI: 10.1080/0305215X.2016.1200568.
  35. Sha, Z., Moolchandani, K., DeLaurentis, D.A., and Panchal, J.H., 2016, “Modeling Airlines’ Decisions on Route Selection Using Discrete Choice Models,” AIAA Journal of Air Transportation, Vol. 24, No. 3, pp. 63-73. DOI: 10.2514/1.D0015.
  36. Pandita, P., Bilionis, I., and Panchal, J.H., 2016, “Extending Expected Improvement for High-dimensional Stochastic Optimization of Expensive Black-Box Functions,” ASME Journal of Mechanical Design, Vol. 138, No. 11, pp. 111412. DOI: 10.1115/1.4034104.
  37. Shukla, R., Anapagaddi, R., Singh, A.K., Panchal, J.H., Mistree, F., and Allen, J.K., 2016, “Design Exploration to Determine Process Parameters of Ladle Refining for an Industrial Application,” Steel Research International, Vol. 87, Issue 10, pp. 1333–1343. DOI: 10.1002/srin.201500392.
  38. Ming, Z., Yan, Y., Wang, G., Panchal, J.H., Goh, C-H., Allen, J.K., Mistree, F., 2016, “Ontology-Based Executable Design Decision Template Representation and Reuse,” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Vol. 30, Issue 4, pp. 390-405. DOI: 10.1017/S0890060416000378.
  39. Wu, D., Rosen, D.W., Panchal, J.H., Schaefer, D., 2016, “Understanding Communication and Collaboration in Social Product Development through Social Network Analysis,” ASME Journal of Computing and Information Science in Engineering, Vol. 16, No. 1, 011001. DOI: 10.1115/1.4031890
  40. Ilies, H., Parkinson, M., Seepersad, C.C., Kokkolaras, M., Ragsdell, K., Papalambros, P., Mistree, F., Williams, C., Rai, R., Panchal, J.H., Ferguson, S., DuPont, B., Allison, J.T., 2015, “New Perspectives on Design Automation: Celebrating the 40th Anniversary of the ASME Design Automation Conference,” ASME Journal of Mechanical Design, Vol. 137, No. 5, 050301. DOI: 10.1115/1.4030256.
  41. Sha, Z., Kannan, K.N. and Panchal, J.H., 2015, “Behavioral Experimentation and Game Theory in Engineering Systems Design,” ASME Journal of Mechanical Design, Vol. 137, No. 5, 051405. DOI: 10.1115/1.4029767.
  42. Taha, A.F., Elmahdi, A., Panchal, J.H., Sun, D., 2015, “Unknown Input Observer Design and Analysis for Networked Control Systems,” International Journal of Control, Vol. 88, No. 5, pp. 920-934. DOI: 10.1080/00207179.2014.985718.
  43. Shukla, R., Goyal, S., Singh, A.K., Panchal, J.H., Allen, J.K., Mistree, F., 2015, “Design and Exploration of the Continuous Casting Slab Process under Uncertainty,” ASME Journal of Manufacturing Science and Engineering, Vol. 137, No. 3, 034503. DOI: 10.1115/1.4029786.
  44. Elmahdi, A., Taha, A.F., Sun, D., Panchal, J.H., 2015, “Decentralized Control Framework and Stability Analysis for Networked Control Systems,” ASME Journal of Dynamic Systems, Measurement and Control, Vol. 137, No. 5, 051006 (11 pages). DOI: 10.1115/1.4028789.
  45. Shukla, R., Kulkarni, N.H., Gautham, B.P., Singh, A.K., Mistree, F., Allen, J.K., Panchal, J.H., 2015, “Design Exploration of Engineered Materials, Products, and Associated Industrial Manufacturing Processes,” JOM: The Journal of the Minerals, Metals & Materials Society, Vol. 67, No. 1, pp. 94-107. DOI: 10.1007/s11837-014-1216-4.
  46. Kulkarni, N., Gautham, B.P., Zagade, P., Panchal, J.H., Allen, J.K., Mistree, F., 2015, “Exploring Geometry and Material Space in Gear Design,” Engineering Optimization, Vol. 47, No. 4, pp. 561-577. DOI: 10.1080/0305215X.2014.908868
  47. Taha, A., Hachem, N. A., and Panchal, J. H., 2014, “A Quasi-Feed-In-Tariff Policy Formulation in Micro-Grids: A Bi-Level Multi-Period Approach,” Energy Policy, Vol. 71, pp. 63-75. DOI: 10.1016/j.enpol.2014.04.014.
  48. Sha, Z., and Panchal, J.H., 2014, “Estimating Local Decision-Making Behavior in Complex Evolutionary Systems,” ASME Journal of Mechanical Design, Vol. 136, No. 6, 061003. DOI: 10.1115/1.4026823.
  49. Le, Q., Sha, Z. and Panchal, J. H., 2014, "A Generative Network Model for the Evolution of Open-Source Software Products," ASME Journal of Computing and Information Science in Engineering, Vol. 14, No. 1, pp 011003(1-12)) DOI: 10.1115/1.4025856.
  50. Hawthorne, B., Panchal, J. H., 2014, “Bilevel formulation of a Policy Design Problem Considering Multiple Objectives and Incomplete Preferences,” Engineering Optimization, Vol. 46, No. 7, pp. 964-986. DOI: 10.1080/0305215X.2013.819093.
  51. Taha, A. and Panchal, J. H., 2014, “Decision-Making in Energy Systems with Multiple Technologies and Uncertain Preferences,” IEEE Transactions on Systems, Man and Cybernetics: Systems, Vol. 44, No. 7, pp. 894-907. DOI: 10.1109/TSMC.2013.2284578.
  52. Panchal, J. H., Kalidindi, S. R., McDowell, D. L., 2013, “Key Computational Modeling Issues in Integrated Computational Materials Engineering,” Journal of Computer-Aided Design, Vol. 45, No. 1, pp. 4-25.
  53. Sinha, A., Bera, N., Allen, J. K., Panchal, J. H., Mistree, F., 2013, “Uncertainty Management in the Design of Multiscale Systems,” ASME Journal of Mechanical Design, Vol. 135, No. 1, pp. 011008(1-16).
  54. Le, Q. and Panchal, J. H., 2012, “Analysis of the Interdependent Co-evolution of Product Structures and Community Structures Using Dependency Modeling Techniques," Journal of Engineering Design (special issue on Dependency Modeling in Complex System Design), Vol. 23, Nos. 10-11, pp. 804-825.
  55. Panchal, J.H., Olusola, A., Malak, R., 2012, “Designing Undergraduate Design Experiences – A Framework based on the Expectancy-Value Theory,” International Journal of Engineering Education, Vol. 28, No. 4, pp. 871-879.
  56. Schaefer, D., Panchal, J. H., Thames, J. L., Haroon, S., Mistree, F., 2012, "Educating Engineers for the Near Tomorrow," International Journal of Engineering Education, Vol. 28, No. 2, pp. 381-396.
  57. Le, Q. and Panchal, J. H., 2012, "Building Smaller-Sized Surrogate Models of Complex Bipartite Networks based on Degree Distributions," IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans, Vol. 42, No. 5, pp. 1152 - 1166. DOI: 10.1109/TSMCA.2012.2183589.
  58. Panchal, J. H., Messer, 2011, “Extracting the Structure of Design Information from Collaborative Tagging,” ASME Journal of Computing and Information Science in Engineering, Vol. 11, No. 4, 041007(1-11).
  59. Huang, H-Y, Le, Q., and Panchal, J. H., 2011, "Analysis of the Structure and Evolution of an Open-Source Community," ASME Journal of Computing and Information Science in Engineering, Vol. 11, No. 3, 031008 (1-14).
  60. Messer, M., Panchal, J. H., Allen, J. K., Mistree, F., 2011, “Model Refinement Decisions Using the Process Performance Indicator,” Engineering Optimization, Vol. 43, No. 7, pp. 741-762.
  61. Le, Q. and Panchal, J. H., 2011, "Modeling the Effect of Product Architecture on Mass-Collaborative Processes," ASME Journal of Computing and Information Science in Engineering, Vol. 11, No. 1, (011003)1-12.
  62. Messer, M., Panchal, J. H., Krishnamurthy, V., Klein, B., Yoder, D. P., Allen, J. K., and Mistree, F., 2010, “Model Selection under Limited Information using a Value of Information Based Indicator,” ASME Journal of Mechanical Design, Vol. 132, No. 12, (121008)1-13.
  63. Ameta, G., Panchal, J. H., and Pezeshki, C., 2010, "A Collective-Learning Approach to Sustainable Design Education," International Journal of Engineering Education, Vol. 26, No. 2, pp. 265-270.
  64. Panchal, J. H., 2009, “Agent-Based Modeling of Mass-Collaborative Product Development Processes,” ASME Journal of Computing and Information Science in Engineering, Vol. 9, No. 3, (031007)1-12.
  65. Panchal, J.H., Paredis, C. J. J., Allen, J. K., and Mistree, F., 2009, "Managing Design-Process Complexity: A Value-of-Information Based Approach for Scale and Decision Decoupling," ASME Journal of Computing and Information Sciences in Engineering, Vol. 9, No. 2, (021005)1-12.
  66. Panchal, J. H., Fernández, M. G., Paredis, C. J. J., Allen, J. K., and Mistree, F., 2009, “A Modular Decision Centric Approach for Reusable Design Processes,” Concurrent Engineering: Research and Applications, Vol. 17, No. 5, pp. 5-19.
  67. Schaefer, D., Panchal, J. H., 2009, "Incorporating Research into Undergraduate Design Courses: A Patent-Centered Approach," International Journal of Mechanical Engineering Education, Vol. 37, No. 2, pp. 98-110.
  68. Rippel, M., Schaefer, D., Mistree, F., and Panchal, J. H., 2009, "Fostering Collaborative Learning and Mass-Customization of Education in a Graduate Engineering Design Course," International Journal of Engineering Education, Vol. 25, No. 4, pp. 729-744.
  69. Fathianathan, M. and Panchal, J. H., 2009, “Modeling an Ongoing Design Process Utilizing Top-down and Bottom-up Design Strategies,” Proceedings of the Institution of Mechanical Engineers - Part B: Journal of Engineering Manufacture, Vol. 223, No. 5, pp. 547-560.
  70. Fathianathan, M. and Panchal, J. H., 2009, “Incorporating Design Outsourcing Decisions within the Design of Collaborative Design Processes,” Computers in Industry, Vol. 60, No. 6, pp. 392-402.
  71. Fathianathan, M., Panchal, J. H., and Nee, A. Y. C., 2009, "A Platform for Facilitating Mass Collaborative Product Realization," CIRP Annals, Vol. 58, No. 1, pp. 127-130.
  72. Panchal, J. H., Paredis, C. J. J., Allen, J. K., and Mistree, F., 2008, “A Value-of-Information Based Approach to Simulation Model Refinement,” Engineering Optimization, Vol. 40, No. 3, pp. 223 - 251.
  73. Schaefer, D., Panchal, J. H., Choi, S.-K., and Mistree, F., 2008, "Strategic Design of Engineering Education for the Flat World", International Journal of Engineering Education - Special Issue on Design and Engineering Education in a Flat World, Vol. 24, No. 2, pp. 274-282.
  74. Panchal, J. H. and Schaefer, D., 2007, “Towards Achieving Agility in Web Based Virtual Enterprises: A Decision-Centric Approach,” International Journal of Internet Manufacturing and Services: Special Issue on Web-Based Approach to Design, Manufacturing and Life-Cycle Engineering, Vol. 1, No. 1, pp. 51-74.
  75. Panchal, J. H., Fernández, M. G., Allen, J. K., Paredis, C. J. J., and Mistree, F., 2007, “An Interval Based Constraint Satisfaction (IBCS) Method for Decentralized Multifunctional Design,” Concurrent Engineering: Research and Applications, Vol. 15, No. 3, pp. 309-323.
  76. Panchal, J. H., Choi, H.-J., Allen, J. K., McDowell, D. L., and Mistree, F., 2007, “A Systems Based Approach for Integrated Design of Materials, Products, and Design Process Chains,” Journal of Computer-Aided Materials Design, Vol. 14, pp. 265-293.
  77. McDowell, D. L., Choi, H.-J., Panchal, J. H., Austin, R., Allen, J. K., and Mistree, F., 2007, “Plasticity-Related Microstructure-Property Relations for Materials Design,” Key Engineering Materials, Vol. 340-341, pp. 21-30.