# Scientific foundations of resilient socio-technical systems

1. Karumuri, S., Tripathy, R., Bilionis, I., and Panchal, J. (2019). Simulator-free Solution of High-Dimensional Stochastic Elliptic Partial Differential Equations using Deep Neural Networks. *arXiv preprint arXiv:1902.05200,* . Cited by 3. [ http ]

2. Safarkhani, S., Kattakuri, V. R., Bilionis, I., and Panchal, J. (2019). A Principal-Agent Model of Systems Engineering Processes with Application to Satellite Design. *arXiv preprint arXiv:1903.06979,* . Cited by 1. [ http ]

3. Chaduvula, S. C., Atallah, M. J., and Panchal, J. H. (2019). sFEA: A secure finite element analysis technique. *Journal of Computing and Information Science in Engineering,* American Society of Mechanical Engineers. [ http ]

4. Sha, Z., Chaudhari, A. M., and Panchal, J. H. (2019). Modeling participation behaviors in design crowdsourcing using a bipartite network-based approach. *Journal of Computing and Information Science in Engineering,* American Society of Mechanical Engineers. [ http ]

5. Safarkhani, S., Bilionis, I., and Panchal, J. (2019). Towards a Theory of Systems Engineering Processes: A Principal-Agent Model of a One-Shot, Shallow Process. *arXiv preprint arXiv:1903.12086,* . [ http ]

6. Gkartzonikas, C., and Gkritza, K. (2019). What have we learned? A review of stated preference and choice studies on autonomous vehicles. *Other,* Pergamon. Cited by 11. [ http ]

7. Nahvi, A., Pyrialakou, V. D., Anand, P., Sadati, S. S., Gkritza, K., Ceylan, H., Cetin, K., Kim, S., Gopalakrishnan, K., and Taylor, P. C. (2019). Integrated stochastic life cycle benefit cost analysis of hydronically-heated apron pavement system. *Journal of Cleaner Production,* Elsevier. Cited by 4. [ http ]

8. Chacon-Hurtado, D., Gkritza, K., Fricker, J. D., and Yu, D. J. (2019). Exploring the role of worker income and workplace characteristics on the journey to work. *Other,* Taylor & Francis. Cited by 1. [ http ]

9. Chacon-Hurtado, D., Kumar, I., Gkritza, K., and Fricker, J. D. (2019). Analysis of Spatial Mismatch and Equity using Commuting and Labor Sheds: Trends in Indiana. *Transportation Research Record,* SAGE Publications. [ http ]

10. Pyrialakou, V. D., Gkritza, K., and Liu, S. S. (2019). The use of focus groups to foster stakeholder engagement in intercity passenger rail planning. *Case Studies on Transport Policy,* Elsevier. [ http ]

11. Ke, Y., and Gkritza, K. (2019). Light rail transit and housing markets in Charlotte-Mecklenburg County, North Carolina: Announcement and operations effects using quasi-experimental methods. *Journal of Transport Geography,* Pergamon. [ http ]

12. Ke, Y., and Gkritza, K. (2019). Safety ramifications of a change in pedestrian crosswalk law: A case study of Oregon, USA. *International Journal of Transportation Science and Technology,* Elsevier. [ http ]

13. Montgomery, S. R., Gkritza, K., and Haddock, J. E. (2019). Factors Affecting the Accuracy and Variability of Pavement Surface Evaluations and Ratings. *Journal of Infrastructure Systems,* American Society of Civil Engineers. [ http ]

14. Losada-Rojas, L. L., Gkartzonikas, C., Pyrialakou, V. D., and Gkritza, K. (2019). Exploring intercity passengers’ attitudes and loyalty to intercity passenger rail: Evidence from an on-board survey. *Transport Policy,* Pergamon. [ http ]

15. Dachowicz, A., Chaduvula, S. C., Atallah, M. J., Bilionis, I., and Panchal, J. H. (2018). Strategic information revelation in collaborative design. *Advanced Engineering Informatics,* Elsevier. Cited by 4. [ http ]

16. Thomas, T., Koo, J., and Bagchi, S. (2017). Minerva: A reinforcement learning-based technique for optimal scheduling and bottleneck detection in distributed factory operations. *Other,* https://engineering.purdue.edu/dcsl/publications/papers/2017/final_minerva_comsnets18_cameraready.pdf. [ http ]

17. Sakka, L., Sundararajah, K., and Kulkarni, M. (2017). TreeFuser: a framework for analyzing and fusing general recursive tree traversals. *Proceedings of the ACM on Programming Languages,* ACM. Cited by 7. [ http ]

18. Hegde, N., Liu, J., Sundararajah, K., and Kulkarni, M. (2017). Treelogy: A benchmark suite for tree traversals. *Other,* IEEE. Cited by 4. [ http ]

19. Vollmer, M., Spall, S., Chamith, B., Sakka, L., Koparkar, C., Kulkarni, M., Tobin-Hochstadt, S., and Newton, R. R. (2017). Compiling Tree Transforms to Operate on Packed Representations. *Other,* Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik. Cited by 4. [ http ]

20. Notarnicola, I., Sun, Y., Scutari, G., and Notarstefano, G. (2017). Distributed big-data optimization via block-iterative convexification and averaging. *Other,* IEEE. Cited by 12. [ http ]

21. Facchinei, F., Lampariello, L., and Scutari, G. (2017). Feasible methods for nonconvex nonsmooth problems with applications in green communications. *Mathematical Programming,* Springer Berlin Heidelberg. Cited by 12. [ http ]

22. Mokhtari, A., Koppel, A., Scutari, G., and Ribeiro, A. (2017). Large-scale nonconvex stochastic optimization by doubly stochastic successive convex approximation. *University of Pennsylvania Technical Report,* . Cited by 7. [ http ]

23. Facchinei, F., Kungurtsev, V., Lampariello, L., and Scutari, G. (2017). Ghost penalties in nonconvex constrained optimization: Diminishing stepsizes and iteration complexity. *arXiv preprint arXiv:1709.03384,* . Cited by 4. [ http ]

24. Cannelli, L., Facchinei, F., and Scutari, G. (2017). Multi-Agent asynchronous nonconvex large-scale optimization. *Other,* IEEE. Cited by 3. [ http ]

25. Daneshmand, A., Sun, Y., Scutari, G., and Facchinei, F. (2017). D2L: Decentralized dictionary learning over dynamic networks. *Other,* IEEE. Cited by 1. [ http ]

26. Thekinen, J., and Panchal, J. H. (2016). Resource allocation in cloud-based design and manufacturing: A mechanism design approach. *Journal of Manufacturing Systems,* Elsevier. Cited by 14. [ http ]

27. Pandita, P., Bilionis, I., and Panchal, J. (2016). Extending Expected Improvement for High-Dimensional Stochastic Optimization of Expensive Black-Box Functions. *Journal of Mechanical Design,* American Society of Mechanical Engineers. Cited by 12. [ http ]

28. Shergadwala, M., Kannan, K. N., and Panchal, J. H. (2016). Understanding the Impact of Expertise on Design Outcome: An Approach Based on Concept Inventories and Item Response Theory. *ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 5. [ http ]

29. Dachowicz, A., Chaduvula, S. C., Panchal, J. H., and Atallah, M. (2016). Confidentiality Management in Collaborative Design. *ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 2. [ http ]

30. Sha, Z., and Panchal, J. H. (2016). A Degree-Based Decision-Centric Model for Complex Networked Systems. *ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 1. [ http ]

31. Shen, D., Liu, X., and Lin, F. X. (2016). Characterizing emerging heterogeneous memory. *Other,* ACM. Cited by 15. [ http ]

32. Laguna, I., Ahn, D. H., de Supinski, B. R., Bagchi, S., and Gamblin, T. (2015). Diagnosis of Performance Faults in LargeScale MPI Applications via Probabilistic Progress-Dependence Inference. *IEEE Transactions on Parallel and Distributed Systems,* IEEE. Cited by 6. [ http ]

33. Avery, J., Guterriez, C., Almeshekah, M., Bagchi, S., and Spafford, E. H. (2015). Deception in computing: where and how it has been used. *Proceedings of the 16th Annual Information Security Symposium,* CERIAS-Purdue University. [ http ]

34. Weijiang, Y., Balakrishna, S., Liu, J., and Kulkarni, M. (2015). Tree dependence analysis. *ACM SIGPLAN Notices,* ACM. Cited by 11. [ http ]

35. Taha, A. F., Qi, J., Wang, J., and Panchal, J. H. (2015). Risk mitigation for dynamic state estimation against cyber attacks and unknown inputs. *arXiv preprint arXiv:1508.07246,* . Cited by 37. [ http ]

36. Sha, Z., Kannan, K. N., and Panchal, J. H. (2015). Behavioral experimentation and game theory in engineering systems design. *Journal of Mechanical Design,* American Society of Mechanical Engineers. Cited by 20. [ http ]

37. Taha, A. F., Elmahdi, A., Panchal, J. H., and Sun, D. (2015). Unknown input observer design and analysis for networked control systems. *International Journal of Control,* Taylor \& Francis. Cited by 9. [ http ]

38. Bi, Y., Shergadwala, M., Reid, T., and Panchal, J. H. (2015). Understanding the utilization of information stimuli in design decision making using eye gaze data. *ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 6. [ http ]

39. Davendralingam, N., Sha, Z., Moolchandani, K., Maheshwari, A., Panchal, J. H., and DeLaurentis, D. A. (2015). Scientific Foundations for Systems Engineering: Challenges and Strategies. *ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 4. [ http ]

40. Taha, A. F., Qi, J., Wang, J., and Panchal, J. H. (2015). Dynamic State Estimation under Cyber Attacks: A Comparative Study of Kalman Filters and Observers. *arXiv preprint arXiv:1508.07252,* . Cited by 3. [ http ]

41. Daneshmand, A., Facchinei, F., Kungurtsev, V., and Scutari, G. (2015). Hybrid random/deterministic parallel algorithms for convex and nonconvex big data optimization. *IEEE Transactions on Signal Processing,* IEEE. Cited by 48. [ http ]

42. Li, H., Lu, X., Liu, X., Xie, T., Bian, K., Lin, F. X., Mei, Q., and Feng, F. (2015). Characterizing Smartphone Usage Patterns from Millions of Android Users. *Proceedings of the 2015 ACM Conference on Internet Measurement Conference,* ACM. Cited by 67. [ http ]

43. Sha, Z., and Panchal, J. H. (2014). Estimating Local Decision-Making Behavior in Complex Evolutionary Systems. *Journal of Mechanical Design,* American Society of Mechanical Engineers. Cited by 17. [ http ]

44. Taha, A. F., and Panchal, J. H. (2014). Decision-making in energy systems with multiple technologies and uncertain preferences. *IEEE Transactions on Systems, Man, and Cybernetics: Systems,* IEEE. Cited by 12. [ http ]

45. Wang, S., Bhandari, S., Atallah, M., Panchal, J. H., and Ramani, K. (2014). Secure collaboration in engineering systems design. *ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 8. [ http ]

46. Sha, Z., and Panchal, J. H. (2014). Estimating linking preferences and behaviors of autonomous systems in the Internet using a discrete choice model. *2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC),* IEEE. Cited by 8. [ http ]

47. Scutari, G., Facchinei, F., Song, P., Palomar, D. P., and Pang, J. (2014). Decomposition by partial linearization: Parallel optimization of multi-agent systems. *IEEE Transactions on Signal Processing,* IEEE. Cited by 188. [ http ]

48. Scutari, G., Facchinei, F., Pang, J., and Palomar, D. P. (2014). Real and complex monotone communication games. *IEEE Transactions on Information Theory,* IEEE. Cited by 87. [ http ]

49. Alvarado, A., Scutari, G., and Pang, J. (2014). A New Decomposition Method for Multiuser DC-Programming and its Applications. *Signal Processing, IEEE Transactions on,* IEEE. Cited by 68. [ http ]

50. Atzeni, I., Ordóñez, L. G., Scutari, G., Palomar, D. P., and Fonollosa, J. R. (2014). Noncooperative Day-Ahead Bidding Strategies for Demand-Side Expected Cost Minimization with Real-Time Adjustments: A GNEP Approach. *IEEE Transactions on Signal Processing,* IEEE. Cited by 34. [ http ]

51. Scutari, G., Facchinei, F., Lampariello, L., and Song, P. (2014). Parallel and distributed methods for nonconvex optimization. *2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),* IEEE. Cited by 27. [ http ]

52. Facchinei, F., Pang, J., and Scutari, G. (2014). Non-cooperative games with minmax objectives. *Computational Optimization and Applications,* Springer. Cited by 7. [ http ]

53. Daneshmand, A., Facchinei, F., Kungurtsev, V., and Scutari, G. (2014). Flexible selective parallel algorithms for big data optimization. *2014 48th Asilomar Conference on Signals, Systems and Computers,* IEEE. Cited by 2. [ http ]

54. Choi, S., Gutierrez, C., Lim, H., Bagchi, S., and Bertino, E. (2013). Secure and resilient proximity-based access control. *Proceedings of the 2013 international workshop on Data management \& analytics for healthcare,* ACM. Cited by 4. [ http ]

55. Sha, Z., and Panchal, J. H. (2013). Towards the design of complex evolving networks with high robustness and resilience. *Procedia Computer Science,* Elsevier. Cited by 14. [ http ]

56. Scutari, G., and Pang, J. (2013). Joint sensing and power allocation in nonconvex cognitive radio games: Nash equilibria and distributed algorithms. *IEEE Transactions on Information Theory,* IEEE. Cited by 44. [ http ]

57. Yang, Y., Scutari, G., and Palomar, D. P. (2013). Parallel stochastic decomposition algorithms for multi-agent systems. *2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC),* IEEE. Cited by 16. [ http ]

58. Yang, Y., Rubio, F., Scutari, G., and Palomar, D. P. (2013). Multi-portfolio optimization: A potential game approach. *IEEE Transactions on Signal Processing,* IEEE. Cited by 15. [ http ]

59. Guan, Z., Melodia, T., and Scutari, G. (2013). Distributed queueing games in interference-limited wireless networks. *2013 IEEE International Conference on Communications (ICC),* IEEE. Cited by 11. [ http ]

60. Atzeni, I., Ordónez, L. G., Scutari, G., Palomar, D. P., and Fonollosa, J. R. (2013). Cooperative day-ahead bidding strategies for demand-side expected cost minimization. *Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on,* IEEE. Cited by 9. [ http ]

61. Pang, J., and Scutari, G. (2013). Joint sensing and power allocation in nonconvex cognitive radio games: Quasi-Nash equilibria. *IEEE Transactions on Signal Processing,* IEEE. Cited by 9. [ http ]

62. Scutari, G., Facchinei, F., Song, P., Palomar, D. P., and Pang, J. (2013). Decomposition by partial linearization in multiuser systems. *2013 IEEE International Conference on Acoustics, Speech and Signal Processing,* IEEE. Cited by 4. [ http ]

63. 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,* IEEE. Cited by 9. [ http ]

64. Le, Q., and Panchal, J. H. (2012). Network-based analysis of the structure and evolution of an open source software product. *System Science (HICSS), 2012 45th Hawaii International Conference on,* IEEE. Cited by 3. [ http ]

65. Rytsareva, I., Le, Q., Conner, E., Kalyanaraman, A., and Panchal, J. H. (2012). Evaluating Socio-Technical Coordination in Open-Source Communities: A Cluster-Based Approach. *ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 1. [ http ]

66. Arshad, F. A., and Bagchi, S. (2011). Dangers and Joys of Stock Trading on the Web: Failure Characterization of a Three-Tier Web Service. *Reliable Distributed Systems (SRDS), 2011 30th IEEE Symposium on,* IEEE. Cited by 2. [ http ]

67. Kulkarni, M., Pai, V., and Schuff, D. (2011). Towards architecture independent metrics for multicore performance analysis. *ACM SIGMETRICS Performance Evaluation Review,* ACM. Cited by 12. [ http ]

68. Sha, Z., Le, Q., and Panchal, J. H. (2011). Using SysML for conceptual representation of agent-based models. *ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 7. [ http ]

69. Panchal, J. H., and Messer, M. (2011). Extracting the structure of design information from collaborative tagging. *Journal of Computing and Information Science in Engineering,* American Society of Mechanical Engineers. Cited by 5. [ http ]

70. Sinha, A., Panchal, J. H., Allen, J. K., and Mistree, F. (2011). Managing uncertainty in multiscale systems via simulation model refinement. *ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 3. [ http ]

71. Pang, J., and Scutari, G. (2011). Nonconvex games with side constraints. *SIAM Journal on Optimization,* SIAM. Cited by 38. [ http ]

72. Pandita, P., Bilionis, I., and Panchal, J. H. (1970). Bayesian Optimal Design of Experiments for Inferring The Statistical Expectation of Expensive Black-Box Functions. *Journal of Mechanical Design,* . [ http ]

73. Chaudhari, A. M., and Panchal, J. H. (1970). An Experimental Study of Human Decisions in Sequential Information Acquisition in Design: Impact of Cost and Task Complexity. *Other,* Springer, Singapore. [ http ]

74. Ke, Y., Losada-Rojas, L. L., Chacon-Hurtado, D., Khair, S., Gkritza, K., and Fricker, J. D. (1970). Economic Development Impact of Preservation Projects. *Other,* Joint Transportation Research Program. [ http ]

75. Toulouki, M. A. I., Mantouka, E. G., Vlahogianni, E. I., Gkritza, K., and Kepaptsoglou, K. (1970). Perceived Impacts of c-ITS on the Economy, Quality of Life and Transportation System Performance: The Case of Greece. *Other,* . [ http ]