Publications

Publication Profiles


List of Publications

Note: Clicking the title of a paper leads to the official journal website via the DOI number. If your network has a license to the online papers of the journal, you can download the final version from the website. If your network does not have access to the online journal, you can download the AAM (Author’s Accepted Manuscript) version of the paper by clicking the [AAM] link at the end.

(1) Graduation Thesis

(2) Archival Journals

>> Published

  1. Song, J., and A. Der Kiureghian (2003). Bounds on system reliability by linear programmingJ. of Eng. Mech., ASCE, 129(6), 627-636. [Discussion][Closure]
  2. Koh, H.-M., K.-S. Park, and J. Song (2004). Cost-effectiveness evaluation of seismically isolated pool structures for the storage of nuclear spent-fuel assembliesNuclear Engineering and Design, 231(3), 259-270.
  3. Song, J., and A. Der Kiureghian (2006). Joint first-passage probability and reliability of systems under stochastic excitationJournal of Engineering Mechanics. ASCE, 132(1), 65-77.
  4. Song, J., and A. Der Kiureghian (2006). Generalized Bouc-Wen model for highly asymmetric hysteresisJournal of Engineering Mechanics. ASCE, 132(6), 610-618. [Discussion][Closure]
  5. Der Kiureghian, A., O. Ditlevsen, and J. Song (2007). Availability, reliability and downtime of systems with repairable components. Reliability Engineering & System Safety, Vol. 92, 231-242.
  6. Song, J., A. Der Kiureghian, and J.L. Sackman (2007). Seismic interaction in electrical substation equipment connected by nonlinear rigid bus conductorsEarthquake Engineering and Structural Dynamics, Vol. 36, 167-190.
  7. Kim, J., J.M. LaFave, and J. Song (2007). A new statistical approach for joint shear strength determination of RC beam-column connections subjected to lateral earthquake loadingStructural Engineering and Mechanics, Vol. 27(4), 439-456.
  8. Der Kiureghian, A., and J. Song (2008). Multi-scale reliability analysis and updating of complex systems by use of linear programmingReliability Engineering & System Safety, Vol. 93(2), 288-297.
  9. Ok, S.-Y., J. Song*, and K.-S. Park (2008). Optimal design of hysteretic dampers connecting adjacent structures using multi-objective genetic algorithm and stochastic linearization methodEngineering Structures, Vol. 30, 1240-1249.
  10. Gencturk, B., A.S. Elnashai, and J. Song (2008). Fragility relationships for populations of woodframe structures based on inelastic responseJournal of Earthquake Engineering, Vol. 12(S2), 119-128.
  11. Ok, S.-Y., J. Song*, and K.-S. Park (2008). Optimal performance design of bi-Tuned Mass Damper systems using multi-objective optimization. KSCE Journal of Civil Engineering, Vol. 12(5), 313-322.
  12. Sim, S.H., S.A. Jang, B.F. Spencer, and J. Song (2008). Reliability-based evaluation of the performance of the damage locating vector methodProbabilistic Engineering Mechanics, Vol. 23, 489-495.
  13. Kang, W.-H., J. Song*, and P. Gardoni (2008). Matrix-based system reliability method and applications to bridge networksReliability Engineering & System Safety, Vol. 93, 1584-1593.
  14. Song, J.*, and W.-H. Kang (2009). System reliability and sensitivity under statistical dependence by matrix-based system reliability methodStructural Safety, Vol. 31(2), 148-156.
  15. Kim, J., J.M. LaFave, and J. Song (2009). Joint shear behavior of RC beam-column connectionsMagazine of Concrete Research, Vol. 61(2), 119-132.
  16. Ok, S.-Y., J. Song*, and K.-S. Park (2009). Development of optimal design formula for bi-tuned mass dampers using multi-objective optimizationJournal of Sound and Vibration, Vol. 322, 60-77.
  17. Andrews, B.M., L.A. Fahnestock, and J. Song (2009). Ductility capacity models for buckling-restrained bracesJournal of Constructional Steel Research, Vol. 65, 1712-1720.
  18. Andrews, B.M., J. Song, and L.A. Fahnestock (2009). Assessment of buckling-restrained braced frame reliability using an experimental limit-state model and stochastic dynamic analysisEarthquake Engineering and Engineering Vibration, Vol. 8(3), 373-385.
  19. Kim, Y., B.F. Spencer, A.S. Elnashai, and J. Song (2009). Seismic Performance Assessment of Interdependent Lifeline SystemsInternational Journal of Engineering Under Uncertainty: Hazards, Assessment and Mitigation, Vol. 1(34), 173-181.
  20. Kang, W.-H., and J. Song* (2010). Evaluation of multivariate normal integrals for general systems by sequential compoundingStructural Safety, Vol. 32(1), 35-41. [AAM]
  21. Nguyen, T.H., J. Song*, and G.H. Paulino (2010). Single-loop system reliability-based design optimization using matrix-based system reliability method: theory and applicationsJ. of Mechanical Design, ASME, Vol. 132, 011005-1~11.
  22. Jung, S., S.-Y. Ok, and J. Song (2010). Robust structural damage identification based on multi-objective optimizationInternational Journal for Numerical Methods in Engineering, Vol. 81(6), 786-804.
  23. Song, J.*, and S.-Y. Ok (2010). Multi-scale system reliability analysis of lifeline networks under earthquake hazardsEarthquake Engineering & Structural Dynamics, Vol. 39(3), 259-279.
  24. Song, J.*, W.-H. Kang, K.S. Kim, and S. Jung (2010). Probabilistic shear strength models for reinforced concrete beams without shear reinforcementStructural Engineering & Mechanics, Vol. 34(1), 15-38.
  25. Nguyen, T.H., G.H. Paulino, J. Song, and C.H. Le (2010). A computational paradigm for multiresolution topology optimization (MTOP)Structural and Multidisciplinary Optimization, Vol. 41(4), 525-539.
  26. Lee, Y.-J., J. Song*, P. Gardoni, and H.-W. Lim (2011). Post-hazard flow capacity of bridge transportation network considering structural deterioration of bridgesStructure and Infrastructure Engineering: Maintenance, Management, Life-cycle Design and Performance, Vol. 7(7), 509-521.
  27. Nguyen, T.H., J. Song, and G.H. Paulino (2011). Single-loop system reliability-based topology optimization considering statistical dependence between limit statesStructural and Multidisciplinary Optimization, Vol. 44(5), 593-611.
  28. Lee, Y.-J., and J. Song* (2011). Risk analysis of fatigue-induced sequential failures by branch-and-bound method employing system reliability bounds (B3 method)ASCE Journal of Engineering Mechanics. Vol. 137(12), 807-821.
  29. Kang, W.-H., Y.-J. Lee, J. Song*, and B. Gencturk (2012). Further development of matrix-based system reliability method and applications to structural systemsStructure and Infrastructure Engineering: Maintenance, Management, Life-cycle Design and Performance. Vol. 8(5), 441-457.
  30. Kim, Y., W.-H. Kang, J. Song (2012). Assessment of seismic risk and importance measures of interdependent networks using non-simulation-based methodJournal of Earthquake Engineering. Vol. 16, 777-794.
  31. Lee, Y.-J., and J. Song* (2012). Finite-element-based system reliability analysis of fatigue-induced sequential failuresReliability Engineering & System Safety. Vol. 108, 131-141.
  32. Lim, H.-W., and J. Song* (2012). Efficient risk assessment of lifeline networks under spatially correlated ground motions using selective recursive decomposition algorithmEarthquake Engineering and Structural Dynamics. Vol. 41(13), 1861-1882.
  33. Nguyen, T.H., G.H. Paulino, J. Song, and C.H. Le (2012). Improving multiresolution topology optimization via multiple discretizationsInternational Journal for Numerical Methods in Engineering. Vol. 92(6), 507-530.
  34. Kurtz, N., and J. Song* (2013). Cross-entropy-based adaptive importance sampling using Gaussian mixtureStructural Safety. Vol. 42, 35-44. [AAM]
  35. Kim, D.-S., S.-Y. Ok*, J. Song, and H.-M. Koh (2013). System reliability analysis using dominant failure modes identified by selective searching techniqueReliability Engineering & System Safety. Vol. 119, 316-331.
  36. Lee, Y.-J., and J. Song* (2014). System reliability updating of fatigue-induced sequential failuresASCE Journal of Structural Engineering. Vol. 140(3), 04013074-1~16. [AAM]
  37. Chetchotisak, P., J. Teerawong, S. Yindeesuk, and J. Song* (2014). New strut-and-tie-models for shear strength prediction and design of RC deep beams. Computers and Concrete. Vol. 14(1), 19-40. [AAM]
  38. Lim, H.-W., J. Song*, and N. Kurtz (2015). Seismic reliability assessment of lifeline networks using clustering-based multi-scale approach. Earthquake Engineering and Structural Dynamics. Vol. 44(3), 355-369. [AAM].
  39. Chun, J., J. Song*, and G.H. Paulino (2015). Parameter sensitivity of system reliability using sequential compounding method. Structural Safety. Vol. 55, 26-36. [AAM].
  40. Zeng, R., X. Cai*, W.-H. Kang, A. Valocchi, and J. Song (2015). Strategic planning for drought mitigation under climate change. ASCE Journal of Water Resources Planning and Management. Vol. 141(9), 04015004.
  41. Wang, Z., and J. Song* (2016). Cross-entropy-based adaptive importance sampling using von Mises–Fisher mixture for high dimensional reliability analysis. Structural Safety. Vol. 59, 42-52. [AAM].
  42. Filipov, E., J. Chun, G.H. Paulino*, and J. Song (2016). Polygonal multiresolution topology optimization (PolyMTOP) for structural dynamics. Structural and Multidisciplinary Optimization. Vol. 53(4), 673-694. [AAM].
  43. Chun, J., J. Song, and G.H. Paulino* (2016). Structural topology optimization under constraints on instantaneous failure probability. Structural and Multidisciplinary Optimization. Vol. 53(4), 773-799. [AAM].
  44. (Open Access) Kim, R.E.*, K. Mechitov, S.-H. Sim, B. Spencer, and J. Song (2016). Probabilistic assessment of high-throughput wireless sensor networks. Sensors. Vol. 16(6), 792.
  45. Otsuka, R.P., D.B. Work, and J. Song* (2016). Estimating post-disaster traffic conditions using real-time data streamsStructure and Infrastructure Engineering: Maintenance, Management, Life-cycle Design and Performance. Vol. 12(8), 904-917. [AAM].
  46. Kurtz, N., J. Song*, and P. Gardoni (2016). Seismic reliability analysis of deteriorating representative US west coast bridge transportation networks. ASCE Journal of Structural Engineering. Vol. 142(8),  C4015010-1~11 [AAM].
  47. Lee, S.-H., and J. Song* (2016). Bayesian-network-based system identification of spatial distribution of structural parameters. Engineering Structures. Vol. 127, 260-277 [AAM].
  48. Koh, H.-M., J.-H. Lim, H.-J. Kim, J.-W. Yi, W. Park, and J. Song* (2017). Reliability based structural design framework against accidental loads – ship collision. Structure and Infrastructure Engineering: Maintenance, Management, Life-cycle Design and Performance. Vol. 13(1), 171-180.
  49. (Open Access) Wang, Z., and J. Song* (2017). Equivalent linearization method using Gaussian mixture (GM-ELM) for nonlinear random vibration analysis. Structural Safety. Vol. 64, 9-19.
  50. Stern, R.E., J. Song*, and D.B. Work (2017). Accelerated Monte Carlo system reliability analysis through machine-learning-based surrogate models of network connectivity. Reliability Engineering & System Safety. Vol. 164, 1-9.
  51. Deniz, D.*, J. Song, and J.F. Hajjar (2017). Energy-based seismic collapse criterion for ductile structural frames. Engineering Structures. Vol. 141, 1-13.
  52. (Open Access) Byun J.E., H.-M. Noh, J. Song* (2017). Reliability growth analysis of k-out-of-N systems using matrix-based system reliability method. Reliability Engineering & System Safety. Vol. 165, 410-421.
  53. Saykin, V.V.*, T.H. Nguyen, J.F. Hajjar, D. Deniz, and J. Song (2017). Material characterization using finite element deletion strategies for collapse modeling of steel structures. Engineering Structures. Vol. 147, 125-133.
  54. Lee, S.-H., and J. Song* (2017). System identification of spatial distribution of structural parameters using modified Transitional Markov Chain Monte Carlo (m-TMCMC) method. ASCE Journal of Engineering Mechanics. Vol. 143(9),  04017099-1~18.
  55. Coccon, M.N., J. Song*, S.-Y. Ok, and U. Galvanetto (2017). A new approach to system reliability analysis of offshore structures using dominant failure modes identified by selective searching technique. KSCE Journal of Civil Engineering. Vol. 21(6), 2360-2372.
  56. Wang, Z., and J. Song* (2018). Hyper-spherical extrapolation method (HEM) for general high dimensional reliability problems. Structural Safety. Vol. 72, 65-73.
  57. Byun, J.E., J. Song*, K. Zwirglmeier, and D. Straub (2018). An improved Non-parametric Bayesian Independence Test for Probabilistic Learning of the Dependence Structure among Continuous Random Variables. KSCE Journal of Civil Engineering. Vol. 22(3), 974-986.
  58. Yi, S., Z. Wang, and J. Song* (2018). Bivariate Gaussian mixture based equivalent linearization method (GM-ELM) for stochastic seismic analysis of nonlinear structures. Earthquake Engineering and Structural Dynamics. Vol. 47(3), 678-696.
  59. Kim, T., and J. Song* (2018). Generalized reliability importance measure by Gaussian mixture. Reliability Engineering and System Safety. Vol. 173, 105-115.
  60. Contreras-Jiménez, J.S.*, F. Rivas-Dávalos, J. Song, and J.L. Guardado (2018). Multi-state system reliability analysis based on the matrix-based system reliability method for HVDC transmission systems. International Journal of Electrical Power and Energy Systems. Vol. 100, 265-278.
  61. Deniz, D.*, J. Song, and J.F. Hajjar (2018). Energy-based sidesway collapse fragilities for ductile structural frames under earthquake loadings. Engineering Structures. Vol. 174, 282-294.
  62. (Open Access) Ok, S.-Y.*, S. Jung, and J. Song (2018). Multi-objective optimization approach for robust bridge damage identification against sensor noise. Shock and Vibration, Vol. 2018, Article ID 3024209.
  63. (Open Access) Yi, S., and J. Song* (2018) Particle filter based monitoring and prediction of spatiotemporal corrosion using successive measurements of structural responses. Sensors, Vol. 18(11), 3909.
  64. (Open Access) Wang, Z., M. Broccardo, and J. Song* (2019). Hamiltonian Monte Carlo methods for subset simulation in reliability analysis. Structural Safety. Vol. 76, 51-67 [AAM]
  65. Chun, J., J. Song*, and G.H. Paulino (2019). System-reliability-based design and topology optimization of structures under constraints on first-passage probability. Structural Safety. Vol. 76, 81-94.
  66. Kim, T., O.-S. Kwon*, and J. Song (2019). Response prediction of nonlinear hysteretic systems by deep neural networks. Neural Networks. Vol. 111, 1-10.
  67. Kim, S.-M., S.-Y. Ok*, and J. Song (2019). Multi-scale dynamic system reliability analysis of actively-controlled structures subject to earthquake excitations. KSCE Journal of Civil Engineering. Vol. 23(3), 1259-1270.
  68. (Open Access) Byun, J.E., K. Zwirglmaier, D. Straub, and J. Song* (2019). Matrix-based Bayesian Network for efficient memory storage and flexible inference. Reliability Engineering and System Safety. Vol. 185, 533-545.
  69. Jeon, J.-S.*, S. Mangalathu, J. Song, and R. DesRoches (2019). Parameterized seismic fragility curves for curved multiframe concrete box-girder bridges using Bayesian parameter estimation. Journal of Earthquake Engineering. Vol. 23(6), 954-979.
  70. Yi, S., Z. Wang, and J. Song* (2019). Gaussian-mixture based equivalent linearization method (GM-ELM) for fragility analysis of structures under nonstationary excitations. Earthquake Engineering and Structural Dynamics. Vol. 48(10), 1195-1214.
  71. Kim, J., and J. Song* (2019). A comprehensive probabilistic model of traffic loads based on Weigh-In-Motion data for applications to bridge structures. KSCE Journal of Civil Engineering. Vol. 23(8), 3628-3643.
  72. Chun, J.*, G.H. Paulino, and J. Song (2019). Reliability-based topology optimization by ground structure method employing a discrete filtering techniqueStructural and Multidisciplinary Optimization. Vol. 60(3), 1035-1058.
  73. Choi, E., and J. Song* (2019). Development of multi-group non-dominated sorting genetic algorithm for identifying critical post-disaster scenarios of lifeline networks. International Journal of Disaster Risk Reduction. Vol. 41. 101299.

>> Accepted/To Appear/In Press

  1. Byun, J.E., and J. Song*. Bounds on reliability of larger systems by linear programming with delayed column generation. Journal of Engineering Mechanics.

>> Under Review

  1. Kim, T. J. Song*, and O.-S. Kwon. Probabilistic evaluation of seismic responses using deep learning method.
  2. Kim, J., and J. Song*. Probability-Adaptive Kriging in n-Ball (PAK-Bn) for reliability analysis.
  3. Byun, J.E., and J. Song*. Efficient probabilistic multi-objective optimization of complex systems using Matrix-based Bayesian Network.
  4. Saykin, V.*, T. Nguyen, J. Hajjar, D. Deniz, and J. Song. The effect of triaxiality on finite element deletion strategies for simulating fracture in full-scale steel structures.
  5. Kim, T., J. Song,* and O.-S. Kwon. Pre- and post-earthquake regional loss assessment using deep learning.

(3) Articles in Edited Books

  1. Byun, J.E., and J. Song* (2017). Structural System Reliability, Reloaded. Chapter 2-2 in Risk and Reliability Analysis: Theory and Applications, P. Gardoni, Ed., Springer International Publishing [AAM at Researchgate].

(4) Technical Reports

  1. Song, J., A. Der Kiureghian, and J.L. Sackman (2004). Seismic response and reliability of electrical substation equipment and systems. PEER Report (online http://peer.berkeley.edu), Pacific Earthquake Engineering Research Center, University of California, Berkeley.
  2. Steelman, J., J., Song, and J.F. Hajjar (2006) Integrated data flow and risk aggregation for consequence-based risk management of seismic regional losses. MAEC Report, Mid-America Earthquake Research Center, University of Illinois at Urbana-Champaign, Urbana, Illinois, November, 175 pp., http://hdl.handle.net/2142/11997
  3. Kim, Y.S., B.F. Spencer, J. Song, A.S. Elnashai, and T. Stokes (2007). Seismic performance assessment of interdependent lifeline systems. MAEC Report, Mid America Earthquake Research Center, University of Illinois, Urbana-Champaign, CD Release 07-16, September, http://hdl.handle.net/2142/8927.
  4. Olson, S.M., Y.K. Wen, J. Song, C.I. Johnson, and K. Muhammad (2007). Quantifying uncertainties in paleoliquefaction studies. USGS NEHRP Award No. 06HQGR0013.
  5. Gencturk, B., A.S. Elnashai, and J. Song (2007) Fragility relationships for populations of buildings based on inelastic response. MAEC Report, Mid America Earthquake Research Center, University of Illinois, Urbana-Champaign, CD Release 07-18, http://hdl.handle.net/2142/8785.
  6. Andrews, B.M., L.A. Fahnestock, and J. Song (2008) Performance-based engineering framework and ductility capacity models for buckling-restrained braces. Newmark Structural Engineering Report Series, No. 12, University of Illinois at Urbana-Champaign, http://hdl.handle.net/2142/8809.
  7. Saykin, V.V., J. Song, and J.F. Hajjar (2014) A validated approach to modeling collapse of steel structures. Department of Civil and Environmental Engineering Reports. Report No. NEU-CEE-2014-02. Department of Civil and Environmental Engineering, Northeastern University, Boston, Massachusetts, http://hdl.handle.net/2047/d20014397.

(4) Conferences and workshops (Selected)

  1. Lim, S., S. Yi, and J. Song (2019), Evaluation of fire-disaster resilience of cable-stayed bridges using active learning reliability method, 2019 International Symposium on Sea-Crossing Bridges, October 24-25, Muan, Korea (abstract+poster presentation by S. Lim)
  2. Kim, J., and J. Song (2019), Development and in-operation Bayesian updating of bridge traffic load model using Weigh-In-Motion data, 2019 International Symposium on Sea-Crossing Bridges, October 24-25, Muan, Korea (abstract+poster&oral presentation by J. Kim)
  3. Kim, T., O.-S. Kwon, and J. Song (2019), New performance measures for investigating seismic responses of long-span cable-stayed bridges, 2019 International Symposium on Sea-Crossing Bridges, October 24-25, Muan, Korea (abstract+poster&oral presentation by T. Kim)
  4. Lim, S., S. Yi, and J. Song (2019), Fire Resilience Evaluation of Cable Bridge Systems using R2 Plot, Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by S. Lim)
  5. Lee, D., and J. Song (2019), Efficient System Reliability Analysis using Centrality-based Selective Recursive Decomposition Algorithm, Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by D. Lee)
  6. Mun, C., and J. Song (2019), Matrix-based Bayesian Network (MBN) for Seismic Fragility of Structures, Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by C. Mun)
  7. Yoo, S., and J. Song (2019), Sequential Optimization of MCMC-based Indirect Measurement Locations for Accurate System Identification of Structures, Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by S. Yoo)
  8. Lee, S.-H., M. Kim, and J. Song (2019), Regularization-based Adaptive Kalman Filtering for System Identification of Time-Variant Dynamic Systems, Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by M. Kim)
  9. Kim, J., and J. Song (2019), Efficient Reliability Analysis by Probability-Adaptive Kriging in n-ball (PAK-Bn), Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by J. Kim)
  10. Kim, J., and J. Song (2019), A Methodology to Update the Traffic Load Model for Bridges Using Traffic Information and Data, Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by J. Kim)
  11. Kim, T., O.-S. Kwon, and J. Song (2019), Nonlinear time history analysis of a long span cable-bridge considering spatial variations of ground motions, Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by T. Kim)
  12. Choi, E., and J. Song (2019), Power Supply Network Maintenance Planning based on Critical Disaster Scenario Identification, Korean Society of Civil Engineers 2019 Convention, October 16-18, Pyeongchang, Korea (abstract+oral presentation by E. Choi)
  13. Deniz, D., J. Song, J. F. Hajjar (2019), Collapse risk assessment of ductile frames under earthquake loadings using energy-based performance descriptors, 2nd International Conference on Natural Hazards & Infrastructure, June 23-26, Chania, Greece (abstract+oral presentation by D. Deniz)
  14. Kim, J., and J. Song (2019), Efficient Reliability Analysis by Probability-Adaptive Kriging in n-ball (PAK-Bn), Engineering Mechanics Institute Conference 2019 (EMI 2019), June 18-21, Pasadena, USA (abstract+oral presentation by J. Kim)
  15. Byun, J.E., and J. Song (2019), Probabilistic Modeling and Inference of Network Flow by Discrete Bayesian Network, Engineering Mechanics Institute Conference 2019 (EMI 2019), June 18-21, Pasadena, USA (abstract+oral presentation by J.E. Byun)
  16. Kim, T., J. Song, and O.-S. Kwon (2019), Probabilistic Prediction of Nonlinear Hysteretic Responses under Stochastic Excitations by Deep Neural Network, Engineering Mechanics Institute Conference 2019 (EMI 2019), June 18-21, Pasadena, USA (abstract+oral presentation by T. Kim)
  17. Choi, E., and J. Song (2019), Identification of Cascading Failure Scenarios of Infrastructure Systems using Multi-Group Non-Dominant Sorting Algorithm, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by E. Choi)
  18. Byun, J.E., and J. Song (2019), Linear Programming by Delayed Column Generation for Bounds on Reliability of Larger Systems, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by J.E. Byun)
  19. Byun, J.E., and J. Song (2019), Efficient Optimization for Multi-Objective Decision-Making on Civil Systems Using Discrete Influence Diagram, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by J.E. Byun)
  20. Broccardo, M., Z. Wang, and J. Song (2019), Hamiltonian Monte Carlo-Subset Simulation (HMC-SS) methods for structural reliability analysis, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by M. Broccardo)
  21. Yi, S., Z. Wang, and J. Song (2019), Stochastic Fragility Analysis of MDOF Systems using Gaussian Mixture-Based Equivalent Linearization Method (GM-ELM), 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by S. Yi)
  22. Kim, J., and J. Song (2019), Updating Probabilistic Model of Traffic Loads on Bridges Using In-Service WIM Data, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by J. Kim)
  23. Lin, C., M. Pozzi, and J. Song (2019), Importance measures for inspections in binary networks, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by C. Lin)
  24. Kim, T., J. Song, and O.-S. Kwon (2019), Regional Seismic Loss Assessment by Deep-Learning-based Prediction of Structural Responses, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by T. Kim)
  25. Lee, S.-H., C. Mun, J. Song, S. Kwag, and D. Hahm (2019), Multi-Hazard Risk Assessment Using Bayesian Network and Fault Tree Analysis Considering Effects of Structural Damage, 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), May 26-30, Seoul, Korea (paper+oral presentation by S.-H. Lee)
  26. Mun, C., and J. Song (2019), Bayesian Network for Structures Subjected to Sequence to Sequence of Main and Aftershocks, Transactions of the Korean Nuclear Society Spring Meeting, May 22-24, Jeju, Korea (abstract+oral presentation by C. Mun)
  27. Kim, M., and J. Song (2019), Parameter Identification of Structures under Earthquake Excitations Using Adaptive Particle Filter and Ensemble Learning Method, Transactions of the Korean Nuclear Society Spring Meeting, May 22-24, Jeju, Korea (abstract+oral presentation by M. Kim)
  28. Mun, C., and J. Song (2019), Fragility Assessment of SDOF system under Mainshock-Aftershock Sequences Using Bayesian Network, 2019 Conference of the Earthquake Engineering Society of Korea, March 22, Suwon, Korea (abstract+oral presentation by C. Mun)
  29. Choi, E., and J. Song (2019), Identification of Critical Failure Scenarios of Power Grid for Regional Loss Estimation, 2019 Conference of the Earthquake Engineering Society of Korea, March 22, Suwon, Korea (abstract+oral presentation by J. Song)
  30. Byun, J.E., and J. Song (2018), Efficient Optimization Methodology for Multi-Objective Decision-Making on Complex Civil Structures Using Influence Diagram, 2018 KIBSE conference, November 16, Seoul, Korea (abstract+oral presentation by J.E. Byun)
  31. Yoo, S., and J. Song (2018), Sequential Optimization of MCMC-based Indirect Measurement Locations for Accurate System Identification of Structures, 2018 KIBSE conference, November 16, Seoul, Korea (abstract+poster presentation by S. Yoo)
  32. Mun, C., and J. Song (2018), Fragility Assessment of Structures under Mainshock-Aftershock Sequences Using Bayesian Network, 2018 KIBSE conference, November 16, Seoul, Korea (abstract+poster presentation by C. Mun)
  33. Kim, J., and J. Song (2018), Development and Validation of a Full Probabilistic Model for Traffic Load of Bridges Based on Weigh-In-Motion (WIM) Data, The Sixth International Symposium on Life-Cycle Civil Engineering, October 28-31, Ghent, Belgium (paper+oral presentation by J. Kim)
  34. Kim, M., and J. Song (2018), Structural System Parameter Identification Using Adaptive Particle Filter and Ensemble Learning Method, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+poster presentation by M. Kim)
  35. Yoo, S., and J. Song (2018), EQI-based Sequential Optimization of Indirect Measurement Locations for Accurate System Identification, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+poster presentation by S. Yoo)
  36. Choi, E., and J. Song (2018), Identification of Critical Post-Disaster Scenarios for Power Transmission Networks using Multi-Objective Genetic Algorithm, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+oral presentation by E. Choi)
  37. Lee, S.-H., and J. Song (2018), Probabilistic System Identification for Complex Structures Using Sampling based Branch-and-Bound method, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+oral presentation by S. Lee)
  38. Yi, S., and J. Song (2018), Further Development of Gaussian Mixture-based Equivalent Linearization Method (GM-ELM) for Seismic Fragility Analysis, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+oral presentation by S. Yi)
  39. Byun, J.E., J. Song, C. Kang, and D. Lee (2018), Probabilistic modeling, inference, and optimization for network resilience based optimal decision-making on seismic retrofit of bridges, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+oral presentation by J.E. Byun)
  40. Kim, T., J. Song, and O.-S. Kwon (2018), Deep-learning-based Probabilistic Prediction of Seismic Responses of Nonlinear Structural Systems, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+oral presentation by T. Kim)
  41. Kim, J., and J. Song (2018), Estimation of Live Load Effects Using WIM Data-based Probabilistic Model of Bridge Traffic Loads and Comparison with Design Codes, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+oral presentation by J. Kim)
  42. Kim, J., S. Kang, and J. Song (2018), Optimal Parameter Identification Process for Nonlinear Hardening Material Model of Pipes, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+oral presentation by J. Kim)
  43. Kang, C., and J. Song (2018), Prediction of Correlation between Seismic Capacities of Deteriorated Structures for Seismic Reliability Analysis of Complex Systems, Korean Society of Civil Engineers 2018 Convention, October 17-19, Kyeongju, Korea (abstract+oral presentation by C. Kang)
  44. Kim, M., and J. Song (2018), Parameter Identification of Structures under Earthquake Excitations Using Adaptive Particle Filter and Ensemble Learning Method, 2018 Conference of the Earthquake Engineering Society of Korea, Sep 14, Chuncheon, Korea (abstract+oral presentation by M. Kim)
  45. Broccardo, M., Z. Wang, S. Marelli, J. Song, and B. Sudret (2018), Hamiltonian Monte Carlo based Subset Simulation using Surrogate Models, 19th IFIP WG7.5 Conference, ETH Zürich, Zentrum, Switzerland
  46. Kim, T., and J. Song (2018), Development of Generalized Reliability Importance Measure (GRIM) using Gaussian mixture, 19th IFIP WG7.5 Conference, ETH Zürich, Zentrum, Switzerland (abstract+oral presentation by J. Song)
  47. Kim, T., O.-S. Kwon, and J. Song (2018), Assessment of Seismic Responses of Nonlinear Structural System Using Deep-Learning, 11th U.S. National Conference on Earthquake Engineering, Los Angeles, California, USA (abstract+oral presentation by T. Kim)
  48. Choi, E., M. Didier, J. Song, and B. Stojadinovic (2018), Assessment of Urban Disaster Resilience by Spatiotemporal Analysis of Demand and Supply, 16th European Conference on Earthquake Engineering, June 18-21, Thessaloniki, Greece (abstract+oral presentation by E. Choi)
  49. Yi, S., J. Song, and Z. Wang (2018), Stochastic Seismic Analysis by Bivariate Gaussian Mixture Based Equivalent Linearization Method, 6th International Symposium on Reliability Engineering and Risk Management (6ISRERM), May 31 – June 1, Singapore (abstract+oral presentation by Z. Wang)
  50. Lin, C., M. Pozzi, and J. Song (2018), Exploration of Network Systems: Priority Measures for Binary Components, Engineering Mechanics Institute Conference (EMI 2018), May 29 – June 1, Cambridge, USA (abstract+oral presentation by M. Pozzi)
  51. Broccardo, M., Z. Wang, and J. Song (2018), Hamiltonian Monte Carlo-subset Simulation (HMC-SS) method for structural reliability analysis: theory and applications, Engineering Mechanics Institute Conference (EMI 2018), May 29 – June 1, Cambridge, USA (abstract+oral presentation by M. Broccardo)
  52. Lee, S.-H., and J. Song (2018), Sampling based Branch-and-Bound Method for System Identification of Complex Structures, Engineering Mechanics Institute Conference (EMI 2018), May 29 – June 1, Cambridge, USA (abstract+oral presentation by S. Lee)
  53. Kim, T., O.-S. Kwon, and J. Song (2018), Development of a seismic response database and its applications to machine learning for inelastic seismic demand assessment, Engineering Mechanics Institute Conference (EMI 2018), May 29 – June 1, Cambridge, USA (abstract+oral presentation by T. Kim)
  54. Byun, J.E., K. Zwirglmaier, J. Song, and D. Straub (2018), Development of Matrix-based Bayesian Network, Engineering Mechanics Institute Conference (EMI 2018), May 29 – June 1, Cambridge, USA (abstract+oral presentation by J.E. Byun)
  55. Yi, S., J. Song, and Z. Wang (2018), Nonlinear Stochastic Dynamic Analysis for PBEE by Gaussian-Mixture Based Equivalent Linearization Methods, Engineering Mechanics Institute Conference (EMI 2018), May 29 – June 1, Cambridge, USA (abstract+oral presentation by S. Yi)
  56. Choi, E., M. Didier, J. Song, and B. Stojadinovic (2018), Urban Disaster Resilience Assessment by Spatiotemporal Analysis of Demand and Supply of Lifeline Networks, 2018 Conference of the Earthquake Engineering Society of Korea, Mar 23, Incheon, Korea (abstract+oral presentation by E. Choi)
  57. Lee, S.-H., and J. Song (2018), Probabilistic Multi-Hazard Risk Assessment by Bayesian Network Connected with Fault Tree, 2018 Conference of the Earthquake Engineering Society of Korea, Mar 23, Incheon, Korea (abstract+oral presentation by S. Lee)
  58. Yi, S., J. Song, and Z. Wang (2018), Stochastic Seismic Analysis of Nonlinear Systems Using Bivariate Gaussian Mixture based Equivalent Linearization Method (GM-ELM), 2018 Conference of the Earthquake Engineering Society of Korea, Mar 23, Incheon, Korea (abstract+oral presentation by S. Yi)
  59. Yi, S., and J. Song (2017), Probabilistic Diagnosis and Prognosis of Steel Plate Corrosion by Particle Filter Assimilation of Force-Displacement Observations, 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII8), December 5-8, Brisbane, Australia (paper+oral presentation by S. Yi)
  60. Kim, J., and J. Song (2017), Full Probabilistic Model for Traffic Loads on Bridges Based on Weigh-In-Motion Data, 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII8), December 5-8, Brisbane, Australia (paper+oral presentation by J. Kim)
  61. Choi, S., T. Kim, and J. Song (2017), Application of Recurrent Neural Network for Enhancing Damage Detection of Structures, Korean Institute of Bridge and Structural Engineers, November 17, Seoul, Korea (paper+poster presentation by S. Kim)
  62. Byun, J.E., and J. Song (2017), Reliability Growth Prediction for k-out-of-N systems using Matrix-based System Reliability Method and Reliability Growth Models, Asian Symposium on Risk Assessment and Management (ASRAM 2017), November 13-15, Yokohama, Japan (paper+oral presentation by J.E. Byun)
  63. Choi, E., and J. Song (2017), Identifıcatıon of Critical Post-Disaster Scenarios for Infrastructure Networks using Multi Objective Genetic Algorithm, International Symposium on Life-cycle Engineering and Sustainability of Infrastructure (ISLESI 2017), November 8-11, Taipei, Taiwan (paper+oral presentation by E. Choi)
  64. Lee, S.-H., and J. Song (2017), Probabilistic System Identification of Structural Parameters Using Modified Transitional Markov Chain Monte Carlo(m-TMCMC), Korean Society of Civil Engineers 2017 Convention, October 18-20, Busan, Korea (paper+oral presentation by S. Lee)
  65. Choi, E., and J. Song (2017), Identification of Critical Post-Disaster Scenarios for Infrastructure Networks using Genetic Algorithm, Korean Society of Civil Engineers 2017 Convention, October 18-20, Busan, Korea (paper+oral presentation by E. Choi)
  66. Kim, T., O.-S. Kwon and J. Song (2017), Deep-learning-based Prediction of Nonlinear Seismic Responses of Structural Systems, Korean Society of Civil Engineers 2017 Convention, October 18-20, Busan, Korea (paper+poster presentation by T. Kim)
  67. Byun, J.E., and J. Song (2017), Random Field Representation using Hierarchical Bayesian Network for System Reliability Analysis, Korean Society of Civil Engineers 2017 Convention, October 18-20, Busan, Korea (paper+oral presentation by J.E. Byun)
  68. Yi, S., and J. Song (2017), Probabilistic Diagnosis and Prediction of Corrosion Progress by Bayesian-filter-based Assimilationof Indirect Data, Korean Society of Civil Engineers 2017 Convention, October 18-20, Busan, Korea (paper+oral presentation by S. Yi)
  69. Kim, J., and J. Song (2017), Development of Probabilistic Model of Bridge Traffic Loads Based on Weigh-In-Motion Data, Korean Society of Civil Engineers 2017 Convention, October 18-20, Busan, Korea (paper+oral presentation by J. Kim)
  70. Choi, S., T. Kim, and J. Song (2017), Application of Recurrent Neural Network for Enhancing Damage Detection of Structures, Korean Society of Civil Engineers 2017 Convention, October 18-20, Busan, Korea (paper+poster presentation by S. Choi)
  71. Lee, S.-H., and J. Song (2017), Probabilistic System Identification of Structures Using Bayesian Network and Sampling-based Inference Algorithm, 12th International Conference on Structural Safety and Reliability (ICOSSAR2017), August 6-10, Vienna, Austria. (paper+oral presentation by J. Song)
  72. Song, J., Z. Wang, Z. Li, and H. Ma (2017), Stochastic seismic analysis of nonlinear structures using Gaussian mixture based equivalent linearization method (GM-ELM), 12th International Conference on Structural Safety and Reliability (ICOSSAR2017), August 6-10, Vienna, Austria. (paper+oral presentation by Z. Wang)
  73. Kim, T., J. Song, and D. Deniz (2017), Energy-based Seismic Collapse Fragilities by Clustering-based Adaptive Sampling of Ground Motions, 12th International Conference on Structural Safety and Reliability (ICOSSAR2017), August 6-10, Vienna, Austria. (paper+oral presentation by T. Kim)
  74. Choi, B.-S., J.E. Byun, and J. Song (2017), Efficient Earthquake Loss Estimation by Cross-entropy-based Adaptive Importance Sampling, 12th International Conference on Structural Safety and Reliability (ICOSSAR2017), August 6-10, Vienna, Austria. (paper+oral presentation by J.E. Byun)
  75. Kim, T., J. Song, and D. Deniz (2017), Enhancing Collapse Risk Assessment Based on Computational Simulations by Statistical Learning Methods, 2017 Korean Society for Computational Mechanics (KSCM) Spring Workshop, April 10, Seoul, Korea (poster presentation by T. Kim)
  76. Choi, B.-S., and J. Song (2017), Novel Sampling Methods for Seismic Impact Analysis of Urban Communities and Complex Infrastructure Systems, IFAT 2017 Third International Forum on Advanced Technologies, March 9-11, Hualien, Taiwan (paper+oral presentation by J. Song)
  77. Kim, T., J. Song, and D. Deniz (2017), Enhancing Collapse Risk Assessment Based on Computational Simulations by Statistical Learning Methods, Korea Society for Computational Mechanics 2017, February 10-11, Seoul, Korea(paper+poster presentation by T. Kim)
  78. Kim, T., J. Song, and D. Deniz (2016), Seismic Fragilities of Ductile Structural Frames by Clustering-based Adaptive Sampling of Ground Motions, International Symposium on Sustainability and Resiliency of Infrastructure 2016, November 10-12,  Taipei, Taiwan (paper+oral presentation by T. Kim)
  79. Song, J., Z. Wang (2016), GM-ELM, a New Equivalent Linearization Method For Nonlinear Stochastic Dynamic Analysis, International Symposium on Sustainability and Resiliency of Infrastructure 2016, November 10-12,  Taipei, Taiwan (paper+oral presentation by J. Song)
  80. Kim, J., J. Song (2016), Development of Probabilistic Traffic Load Model Based on WIM Data, 2016 KIBSE Conference, November 10-11, Mok-po, Korea (paper+poster presentation by J.-H. Kim)
  81. Kim, T., J. Song, and D. Deniz (2016), Developing New Intensity Measure for Enhancing Seismic Fragility Analysis, 2016 KIBSE Conference, November 10-11, Mok-po, Korea (paper+poster presentation by T. Kim)
  82. Cheon, H., E. Choi, S. Chi, and  J. Song (2016), A Clustering Approach to Supporting GIS-based Urban Disaster Resilience Assessment, International Council For Research And Innovation In Building And Construction, October 31 – November 2, Brisbane, Australia (paper+oral presentation by H. Cheon)
  83. Song, J., and E. Choi (2016), Convergence Research by CRC-DHR for Disaster-Hazard Resilience of Urban Communities, Korean Society of Civil Engineers 2016 Convention, October 19-21, Jeju, Korea (paper+oral presentation by J. Song)
  84. Kim, J., and J. Song (2016), Reliability-based Inspections of Structural Components and Decision-Making Using Value of Information Analysis, Korean Society of Civil Engineers 2016 Convention, October 19-21, Jeju, Korea (paper+poster presentation by J.-H. Kim)
  85. Byun, J.E., and J. Song (2016), Decision making during development of complex engineering systems using system reliability analysis method and reliability growth model, Korean Society of Civil Engineers 2016 Convention, October 19-21, Jeju, Korea (paper+oral presentation by J.E. Byun)
  86. Kim, T., J. Song, and D. Deniz (2016), Developing Prediction Model for Structural Damage Measure for Probabilistic Collapse Assessment, Korean Society of Civil Engineers 2016 Convention, October 19-21, Jeju, Korea (paper+oral presentation by T. Kim)
  87. Choi, B.-S., and J. Song (2016), Dimension reduction techniques and efficient sampling method for regional seismic loss assessment, Korean Society of Civil Engineers 2016 Convention, October 19-21, Jeju, Korea (paper+oral presentation by B.-S. Choi)
  88. Choi, E., H. Cheon, J. Song, and S. Chi (2016), GIS-based Assessment of Urban Disaster ResilienceUsing Open Data and Case Study, Korean Society of Civil Engineers 2016 Convention, October 19-21, Jeju, Korea (paper+oral presentation by E. Choi)
  89. Lee, S.-H., and J. Song (2016), Probabilistic System Identification of Structural Parameters Using Bayesian Network Employing Approximate Inference, Korean Society of Civil Engineers 2016 Convention, October 19-21, Jeju, Korea (paper+oral presentation by S.-H. Lee)
  90. Lim, S., S. Chung, S. Chi, and J. Song (2016), A Study of Developing an Estimation Model of Damages on Bridge Elements Using  Pattern-Related Analysis, Korean Society of Civil Engineers 2016 Convention, October 19-21, Jeju, Korea (paper+oral presentation by S. Lim)
  91. Yi, S., Z. Li, J. Song and G. Yun (2016), Enhanced Monte Carlo Simulation-Based Spatial Reliability Analysis of RC Plate Subject to Chloride-Induced Corrosion, Probabilistic Safety Assessment and Management 13, October 2-7, Seoul, Korea (paper+oral presentation by S. Yi)
  92. Choi, B.-S., J. Song, and S. Chi (2016), Probabilistic Seismic Risk Assessment of Lifeline Networks using Cross-Entropy-Based Adaptive Importance Sampling, Probabilistic Safety Assessment and Management 13, October 2-7, Seoul, Korea (paper+oral presentation by B.-S. Choi)
  93. Kim, T., J. Song, and D. Deniz (2016), Ground Motion Selection Algorithm for Energy-based Seismic Collapse Fragility of structures, 2016 Conference of the Earthquake Engineering Society of Korea, September 22-23, Seoul, Korea (abstract+oral presentation by T. Kim)
  94. Choi, E., H. Cheon, J. Song, and S. Chi (2016), Urban Disaster Resilience Indicators: Hazard, Vulnerability, and Recoverability, 2016 Conference of the Earthquake Engineering Society of Korea, September 22-23, Seoul, Korea (abstract+oral presentation by E. Choi)
  95. Lee, S.-H., and J. Song (2016), Probabilistic system identification of spatial distribution of structural parameters using Bayesian network, International Association for Bridge and Structural Engineering 2016, September 21-23, Stockholm, Sweden (paper+oral presentation by J. Song)
  96. Choi, B.-S., and J. Song (2016), Cross-entropy-based adaptive importance sampling for probabilistic seismic risk assessment of lifeline networks considering spatial correlation, Urban Transitions Global Summit 2016, September 5-9, Shanghai, China (paper+oral presentation by B.-S. Choi)
  97. Choi, E., H. Cheon, J. Song, and S. Chi (2016), Quantitative Assessment of Urban Disaster Resilience by Clustering Analysis of Vulnerability and Recoverability, International Symposium on Reliability Engineering and Risk Management (ISRERM 2016), August 17-20, Seoul, Korea (paper+oral presentation by E. Choi)
  98. Kim, T., J. Song, and D. Deniz (2016), Developing New Measures of Seismic Intensity for Collapse Prediction Based on Cumulative and Peak Indices, International Symposium on Reliability Engineering and Risk Management (ISRERM 2016), August 17-20, Seoul, Korea (paper+oral presentation by T. Kim)
  99. Lim, S., S. Chung, S. Chi, and J. Song (2016), A Framework for Developing an Estimation Model of Damages on Bridge Elements Using Big Data Analytics, International Symposium on Automation and Robotics in Construction (ISARC 2016)July 17-21, Aurburn, Alabama, USA (paper+oral presentation by S. Lim)
  100. Chun, J., G.H. Paulino, and J. Song (2016), Reliability-Based Topology Optimization of Truss Structures Using a Discrete Filtering System, Engineering Mechanics Institute Conference/ Probabilistic Mechanical & Reliability Conference (EMI 2016/ PMC 2016), May 22-25, Nashville, USA (abstract+oral presentation by J. Chun)
  101. Wang, Z., and J. Song (2016), Cross-entropy-based adaptive importance sampling and its applications to high-dimensional system reliability analysis, Engineering Mechanics Institute Conference/ Probabilistic Mechanical & Reliability Conference (EMI 2016/ PMC 2016), May 22-25, Nashville, USA (abstract+oral presentation by J. Song)
  102. Byun, J.E., and J. Song (2016), Application of Matrix-based System Reliability (MSR) method to k-out-of-N system described by reliability growth models, 2016 IFIPWG7.5 Reliability and Optimization of Structural Systems, May 18-20, Pittsburgh, USA (abstract+oral presentation by J. Song)
  103. Choi, B.-S., and J. Song (2016), Seismic Risk Assessment for Traffic Network Using Adaptive Sampling, 2016 Conference of the Earthquake Engineering Society of Korea, March 18, Suwon, Korea (abstract+oral presentation by J. Song)
  104. Lee, S.-H., and J. Song (2015), Probabilistic system identification of structural parameters using Bayesian Network, 2015 KIBSE Conference, November 13, Uiwang, Korea (abstract+poster presentation by S.-H. Lee)
  105. Wang, Z., and J. Song (2015), Application of a cross-entropy based adaptive importance sampling technique to nonlinear seismic reliability analysis, Symposium on Reliability of Engineering System (SRES 2015), Oct. 15-17, Hangzhou, China (paper+oral presentation by J. Song)
  106. Song, J. (2015), Structural System Reliability, Reloaded, Risk and Reliability Symposium in Honor of Prof. Armen Der Kiureghian, October 5, Urbana, USA (abstract+oral presentation by J. Song)
  107. Deniz, D., J. Song, J.F. Hajjar, and T. Kim (2015), New Paradigm of Probabilistic Assessment of Building Collapse: Energy-based Collapse Criteria, Measures and Fragility Functions, 2015 Conference of the Earthquake Engineering Society of Korea, September 10-12, Jeju, Korea (abstract+oral presentation by T. Kim).
  108. Choi, E., B.-S. Choi, and J. Song (2015), Probabilistic Loss Assessment of Earthquakes in Korea Using Open-source Software Platforms, 2015 Conference of the Earthquake Engineering Society of Korea, September 10-12, Jeju, Korea (abstract+oral presentation by E. Choi).
  109. Stern, R.E., J. Song, and D.B. Work (2015), Network reliability analysis for cluster connectivity using AdaBoost, 12th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP12), July 12-15, Vancouver, Canada (paper+presentation by R.E. Stern)
  110. Deniz, D., J. Song, and J.F. Hajjar (2015), Energy-based seismic collapse risk assessment of structures, 12th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP12), July 12-15, Vancouver, Canada (paper+presentation by J. Song)
  111. Chun, J., J. Song, and G.H. Paulino (2015), Topology optimization of structures under constraints on first passage probability, 12th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP12), July 12-15, Vancouver, Canada (paper+presentation by J. Chun)
  112. Lim, H.-W., J. Song, and J.E. Byun (2015), Multi-scale, multi-criteria decision-making for retrofitting prioritization of lifeline networks, 8th International Forum on Engineering Decision Making, May 6-9, Shiga, Japan (abstract+oral presentation).
  113. Lim, H.-W., J. Song, and J.E. Byun (2015), Decision making for seismic retrofitting of lifeline networks based on system reliability analysis, 2015 Conference of the Earthquake Engineering Society of Korea, March 27, Seongnam, Korea (abstract+oral presentation).
  114. Deniz, D., V. Saykin, T.H. Nguyen, J. Song, and J.F. Hajjar (2015), Collapse prediction of steel structures. 2015 Structural Engineering Frontier Conference, March 18-19, Yokohama, Japan.
  115. Koh, H.-M., J.-H. Lim, J. Song, and W. Park (2014), Exploring reliability based bridge design framework against accidental loads – ship collision. 4th International Symposium on Life-Cycle civil Engineering, November 16-19, Tokyo, Japan (paper + keynote presentation by Prof. Koh).
  116. Stern, R.E., J. Song, and D.B. Work (2014), Machine-learning-based surrogate models for network reliability analysis, IFIP WG7.5 Working Conference 2014, July 3-7, Huangshan, China.
  117. Kurtz, N., and J. Song (2013), Time-varying multi-scale seismic reliability analysis of lifeline networks. 2013 Conference of the ASCE Engineering Mechanics Institute (abstract+ oral presentation), August 4-7, Evanston, USA.
  118. Filipov, E., J. Chun, G.H. Paulino, and J. Song (2013), Topology optimization for structural dynamics: A polygonal multiresolution approach. 2013 Conference of the ASCE Engineering Mechanics Institute (Abstract + presentation only), August 4-7, Evanston, IL. (abstract + oral presentation)
  119. Chun, J., J. Song, and G.H. Paulino (2013), System reliability based topology optimization for structures under stochastic excitations. 2013 Conference of the ASCE Engineering Mechanics Institute (abstract + poster Presentation), August 4-7, Evanston, USA.
  120. Deniz, D., J. Song, J.F. Hajjar, and T.H. Nguyen (2013), Probabilistic collapse prediction of frame structures subjected to earthquake excitations. 2013 Conference of the ASCE Engineering Mechanics Institute (abstract + oral presentation), August 4-7, Evanston, USA.
  121. Kurtz, N., J. Song, and P. Gardoni (2013), Time-varying seismic reliability analysis of representative US west coast bridge transportation networks. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2013), June 16-20, New York, USA.
  122.  Chun, J., J. Song, and G.H. Paulino (2013), System reliability based topology optimization of structures under stochastic excitations. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2013), June 16-20, New York, USA.
  123. Deniz, D., J. Song, J.F. Hajjar, and T.H. Nguyen (2013), Probabilistic assessment of dynamic instability of frame structures under seismic excitations. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2013), June 16-20, New York, USA.
  124. Lee, Y.-J., and J. Song (2013), System reliability updating of fatigue-induced sequential failures through inspection and repair. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2013), June 16-20, New York, USA.
  125.  Filipov, E., J. Chun, G.H. Paulino, and J. Song (2013), Polygonal multiresolution topology optimization for structural dynamics. 10th World Congress on Structural and Multidisciplinary Optimization (WCSMO-10), May 19-24, Orlando, FL. (abstract + oral presentation)
  126. Kurtz, N., and J. Song (2012), Adaptive importance sampling using nonparametric density function. Proc. IFIP WG7.5 Working Conference 2012, June 24-27, Yerevan, Armenia.
  127. Kim, R.E., S.-H. Sim, K. Mechitov, J. Song, and B.F. Spencer (2012), Reliability-based diagnosis of wireless sensor network communication quality using readily available Data. 2012 Joint Conference of the Engineering Mechanics Institute and the 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, June 17-20, Notre Dame, IN.
  128. Lim, H.W., and J. Song (2012), Lifeline network risk assessment using clustering-based multi-scale approach. 2012 Joint Conference of the Engineering Mechanics Institute and the 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, June 17-20, Notre Dame, IN.
  129. Lee, Y.J., and J. Song (2012), Inspection-based system reliability updating of fatigue-induced sequential failures. 2012 Joint Conference of the Engineering Mechanics Institute and the 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, June 17-20, Notre Dame, IN.
  130. Deniz, D., J. Song, J.F. Hajjar, and T.H. Nguyen (2012), Identification of dynamic instability limit states for structures under stochastic excitations. 2012 Joint Conference of the Engineering Mechanics Institute and the 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, June 17-20, Notre Dame, IN.
  131. Nguyen, T.H., J.F. Hajjar, J. Song, and D. Deniz (2012), A CZM-based macro-model for structural progressive collapse analysis of frame structures. 2012 Joint Conference of the Engineering Mechanics Institute and the 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, June 17-20, Notre Dame, IN.
  132. Chun, J., J. Song, and G.H. paulino (2012), Topology optimization of structures under stochastic excitations. 2012 Joint Conference of the Engineering Mechanics Institute and the 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, June 17-20, Notre Dame, IN.
  133. Kurtz, N., and J. Song (2012), Adaptive nonparametric importance sampling for structural reliability analysis. 2012 Joint Conference of the Engineering Mechanics Institute and the 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, June 17-20, Notre Dame, IN.
  134. Lee, Y.-J., and J. Song (2011), Risk quantification of fatigue-induced sequential failures by branch-and-bound method employing system reliability bounds. 11th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP11), August 1-4, Zurich, Switzerland.
  135. Kurtz, N., J. Song, S.-Y. Ok, and D.-S. Kim (2011), System reliability analysis of fatigue-induced, cascading failures using critical failure sequences identified by selective searching technique. 11th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP11), August 1-4, Zurich, Switzerland.
  136. Kang, W.-H., and J.Song (2011), Post-disaster damage detection for pipeline networks by matrix-based system reliability analysis. 11th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP11), August 1-4, Zurich, Switzerland.
  137. Lim, H.-W., and J. Song (2011), Efficient identification of critical disjoint cut sets and link sets for network reliability analysis. 11th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP11), August 1-4, Zurich, Switzerland.
  138. Miller, M., J. Baker, H.-W. Lim, J. Song, and N. Jayaram (2011), A FORM-based analysis of lifeline networks using a multivariate seismic intensity model. 11th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP11), August 1-4, Zurich, Switzerland.
  139. Nguyen, T.H., J. Song, and G.H. Paulino (2011), Single-loop system reliability-based topology optimization accounting for statistical dependence between multiple limit-States.The USNCCM-11th US National Congress on Computational Mechanics, July 25-29, Minneapolis, MN, USA.
  140. Nguyen, T.H., G.H. Paulino, and J. Song (2011), Achieving high resolution designs in topology optimization via multiple discretizations. The Sixth M.I.T. Conference on Computational Fluid and Solid Mechanics, June 15-17, Cambridge, MA, USA.
  141. Nguyen, T.H., J. Song,and G.H. Paulino (2011), SORM-based single-loop approach for reliability-based designs and topology optimization. ASCE Engineering Mechanic Institute (EMI) 2011 Conference, June 2-4, Boston, MA, USA.
  142. Lee, Y.-J., and J. Song (2011), System reliability analysis of fatigue-induced sequential failure. International Conference on Vulnerability, Risk Analysis and Management (ICVRAM), April 11-13, Hyattsville, Maryland, USA.
  143. Kang, W.-H, and J. Song (2011), Damage detection in water distribution pipe network using Bayesian framework and system reliability analysis. International Conference on Vulnerability, Risk Analysis and Management (ICVRAM), April 11-13, Hyattsville, Maryland, USA.
  144. Song, J., D. Deniz, J.F. Hajjar, and T.H. Nguyen (2011), An integrated platform for validated prediction of collapse of structures. NSF CMMI Research and Innovation Conference 2011, January 4-7, Atlanta, Georgia, USA.
  145. Song, J., H.-W. Lim, and W.-H. Kang (2011), System reliability analysis methods for post-disaster stochastic damage detection and rapid risk assessment of lifeline networks. NSF CMMI Research and Innovation Conference 2011, January 4-7, Atlanta, Georgia, USA.
  146. Nguyen, T.H., J. Song, and G.H. Paulino (2010), Enhancing single-loop approach for component and system reliability-based topology optimization.13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, September 13-15, Fort Worth, Texas, USA.
  147. Kurtz, N., J. Song, D.-S. Kim, and S.-Y. Ok (2010), Multi-scale system reliability analysis of bridge structures using dominant failure modes identified by selective searching technique.The Fifth International Conference on Bridge Maintenance, Safety and Management (IABMAS2010), July 11-15, Philadelphia, PA.
  148. Nguyen, T.H., J. Song, and G.H. Paulino (2010), Challenges and advances in system reliability based optimization of structural topology. 2010 NASCC The Steel Coonference/The Structures Congress, May 12-15, Orlando, FL.
  149. Lee, Y.-J., and J. Song (2010), Identification of critical sequences of fatigue-induced failures by branch-and-bound method employing system reliability bounds. AIAA SDM Conference, April 12-15, Orlando, FL.
  150. Lee, Y.-J., and J. Song (2010), Risk analysis of fatigue-induced sequential failures by branch-and-bound method employing system reliability bounds. IFIP WG7.5 Working Conference on Reliability and Optimization of Structural Systems, April 7-10, Munich, Germany.
  151. Jung, S., S.-Y. Ok, and J. Song (2010), Structural damage identification based on multi-objective optimization. IMAC XXVII A Conference and Exposition on Structural Dynamics, February 1-4, Jacksonville, FL.
  152. Jung, S., S.-Y. Ok, and J. Song (2009). Benchmark problem on health monitoring of highway bridges: a multi-objective optimization based approach. TRB Conference on Developing a Research Agenda for Transportation Infrastructure Preservation and Renewal, November 12-13, Washington, D.C.
  153. Kang, W.H., and J. Song (2009). Efficient reliability analysis of general systems by sequential compounding using Dunnett-Sobel correlation model. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2009), September 13-17, Osaka, Japan.
  154. Andrews, B.M., J. Song, and L.A. Fahnestock (2009). Performance-based engineering framework for buckling-restrained braced frames. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2009), September 13-17, Osaka, Japan
  155. Nguyen, T.H., J. Song, and G.H. Paulino (2009). Single-loop system reliability based design optimization (SRBDO) using matrix-based system reliability (MSR) method. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2009), September 13-17, Osaka, Japan
  156. Lee, Y.J., J. Song, and P. Gardoni (2009). Post-hazard flow capacity of bridge transportation network considering structural deterioration. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2009), September 13-17, Osaka, Japan
  157. Kim, Y., J. Song, B.F. Spencer, and A.S. Elnashai (2009). Seismic risk assessment of complex interacting infrastructures using matrix-based system reliability method. Proc. 10th International Conference on Structural Safety and Reliability (ICOSSAR2009), September 13-17, Osaka, Japan
  158. Nguyen, T.H., J. Song, and G.H. Paulino (2009). Single-loop system reliability-based topology optimization (SRBTO): a matrix-based system reiliability approach. USNCCM X – 10th US National Congress on Computational Mechanics, July 16-19, Columbus, OH.
  159. Song, J., Y.-J. Lee, and S.-Y. Ok (2009). Rapid stochastic assessment of post-hazard connectivity and flow capacity of urban infrastructure networks. TCLEE 2009 Conference, June 28-July 1, Oakland, CA.
  160. Kang, W.-H., and J. Song (2009). Sequential compounding method for evaluation of multivariate normal integral and importance measures. The 2009 Joint ASCE-ASME-SES Conference on Mechanics and Materials, June 24-27, Blacksburg, VA.
  161. Gencturk, A.S., A.S. Elnashai, and J. Song (2008). Improved fragility relationships for populations of buildings based on inelastic response. Proc. 14th World Conference on Earthquake Engineering, Oct. 12-17, Beijing, China.
  162. Andrews, B.M., L.A. Fahnestock, and J. Song (2008). Ductility capacity models for buckling-restrained braces. Proc. 14th World Conference on Earthquake Engineering, Oct. 12-17, Beijing, China.
  163. Song, J., W.-H. Kang, Y.-J. Lee, and S.-Y. Ok (2008). Applications of matrix-based system reliability method to complex structural systems. Proc. IFIP 08-WG7.5, August 6-9, Toluca, Mexico.
  164. Song, J., and W.-H. Kang (2008). System-level reliability evaluation of bridge structures and networks by matrix-based system reliability method. Proc. 4th International Conference on Bridge Maintenance, Safety and Management, IABMAS’08, July 13~17, Seoul, Korea.
  165. Song, J., S.-Y. Ok, and L. Chang (2008). Rapid risk assessment and decision support for urban infrastructure networks by matrix-based system reliability method. Proc. Inaugural International Conference of the Engineering Mechanics Institute, May 18~21, Minneapolis, MN.
  166. Song, J. and W.-H. Kang (2008). Estimation of structural robustness against progressive collapse based on system reliability analysis. Proc. Inaugural International Conference of the Engineering Mechanics Institute, May 18~21, Minneapolis, MN.
  167. Andrews, B.M., L.A. Fahnestock, and J. Song (2008). Ductility capacity models for buckling-restrained braces using a Bayesian methodology. Proc. 2008 Structures Congress (SEI/ASCE), April 24~26, Vancouver, Canada.
  168. Kang, W.-H., and J. Song (2008). Evaluation of multinormal integral and sensitivity by matrix-based system reliability method. Proc. 10th AIAA Nondeterministic Approaches Conference, April 7~10, Schaumburg, IL.
  169. Lee, Y.-J., J. Song, and E.J. Tuegel (2008). Finite element system reliability analysis of a wing torque box. Proc. 10th AIAA Nondeterministic Approaches Conference, April 7~10, Schaumburg, IL.
  170. Jung, S., S.-Y. Ok, and J. Song (2008). Structural damage detection using multiple measurements of uncertain responses. Proc. 10th AIAA Nondeterministic Approaches Conference, April 7~10, Schaumburg, IL.
  171. Chang, L., and J. Song (2007). Matrix-based system reliability analysis of urban infrastructure networks: a case study of MLGW natural gas network. Proc. 5th China-Japan-US Trilateral Symposium on Lifeline Earthquake Engineering, November 26-28, Haikou, China.
  172. Gencturk, B., A.S. Elnashai, and J. Song (2007). Fragility relationships for populations of woodframe structures based on inelastic response. Proc. International Symposium on Earthquake Loss Estimation for Turkey, HAZTURK2007, September 24-26, Istanbul, Turkey.
  173. Kang, W.-H., J. Song, and P. Gardoni (2007). Matrix-based system reliability method and applications to bridge networks. Proc. 10th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP10). July 31-August 3, Tokyo, Japan.
  174. Song, J., and W.-H. Kang (2007). Matrix-based system reliability method and applications to structural systems. Proc. 18th Engineering Mechanics Division Conference of ASCE (ASCE EMD 2007), June 3-6, Blacksburg, VA.
  175. Kang, W.-H., J. Song, and K.S. Kim (2007). Probabilistic shear strength models for reinforced concrete beams with shear reinforcements by Bayeisan updating. Proc. 18th Engineering Mechanics Division Conference of ASCE (ASCE EMD 2007), June 3-6, Blacksburg, VA.
  176. Jung, S., S.-Y. Ok, and J. Song (2007). Multi-objective optimization based structural condition assessment. Proc. 18th Engineering Mechanics Division Conference of ASCE (ASCE EMD 2007), June 3-6, Blacksburg, VA.
  177. Song, J., and W.-H. Kang (2007). Risk-quantification of complex systems by matrix-based system reliability method. Special Workshop on Risk Acceptance and Communication, Stanford, CA, March 26-27.
  178. Olson, S.M., K. Muhammad, Y.K. Wen, and J. Song (2007). Uncertainties in paleoliquefaction analysis: preliminary findings. Proc., Geo-Denver, Denver, CO, February 18-21.
  179. Song, J., T.H. Nguyen, and G.H. Paulino (2006). Probabilistic fracture analysis of functionally graded materials: uncertainty and probabilistic analysis method. Multiscale and Functionally Graded Materials Conference 2006 (FGM2006), Kapolei, HI, October 15-18.
  180. Song, J., W.-H. Kang., K.S. Kim, and S. Jung (2006). Probabilistic shear strength models for reinforced concrete beams by Bayesian updating based on experimental observations. The 5th Computational Stochastic Mechanics Conference (CSM5), Rodos, Greece, June 21-23.
  181. Song. J., and A. Der Kiureghian (2006). Seismic interaction in electrical substation equipment connected by nonlinear rigid bus conductors. The 8th U.S. National Conference on Earthquake Engineering (8NCEE), San Francisco, CA, April 18-22.
  182. Song. J., and A. Der Kiureghian (2005). Component importance measures by linear programming bounds on system reliabilityThe 9th International Conference on Structural Safety and Reliability (ICOSSAR9), Rome, Italy, June 19-23.
  183. Der Kiureghian, A., O. Ditlevsen, and J. Song (2005). Systems with randomly failing repairable components. The 9th International Conference on Structural Safety and Reliability (ICOSSAR9), Rome, Italy, June 19-23.
  184. Der Kiureghian, A., and J. Song (2006). Reliability assessment and updating of complex systems by LP. Advances in Reliability and Optimization of Structural Systems, Proceedings, 12th IFIP WG 7.5 working conference on reliability and optimization of structural systems, Aalborg, Denmark, May 22-25, 2005, J. D. Sorensen and D. M. Frangopol, Edts., 251-259.
  185. Der Kiureghian, A., and J. Song (2005). Multi-scale reliability analysis and updating of complex systems by use of linear programming. Proceedings of Two-Part Workshop at DTU on Part 1: Reliability analysis of complex systems and Part 2: Probabilistic Fatigue and fracture problems in metallic structures, O. Ditlevsen and P. Friis-Hansen Eds., Technical University of Denmark, Lyngby, August 23-25, 2004, pp. 14-32.
  186. Song, J., and A. Der Kiureghian (2004). Bounds on system reliability by linear programming: application to large-scale systems. Asian-Pacific Symposium on Structural Reliability and its Applications (APSSRA ’04), Seoul, Korea, August 18-20.
  187. Song, J., and A. Der Kiureghian (2004). Reliability of electrical substation equipment connected by rigid bus. The 13th World Conference on Earthquake Engineering (13WCEE), Vancouver, Canada, August 1-6.
  188. Song, J., and A. Der Kiureghian (2004). Identification of critical components and cutsets using linear programming bounds on system reliability. ASCE – The 9th Joint Special Conference on Probabilistic Mechanics and Structural Reliability (PMC04), Albuquerque, NM, July 26-28.
  189. Song, J., and A. Der Kiureghian (2004). Joint first-passage probability of vector processes.The 17th Engineering Mechanics Conference (EM2004), ASCE, Newark, DE, June 13-16.
  190. Song, J. and A. Der Kiureghian (2003). Bounds on system failure probability by linear programming. AMAS Course on Reliability-based Design and Optimisation (RBO’03), Warsaw, Poland, September 15-18
  191. Song, J., A. Der Kiureghian, and J.L. Sackman (2003). Interaction between electrical substation equipment connected by rigid bus slider. Proc., 6th U.S. Conference and Workshop on Lifeline Earthquake Engineering (TCLEE2003), Long Beach, U.S.A., August 10-13.
  192. Song, J., and A. Der Kiureghian (2003). Bounds on system reliability by linear programming and applications to electrical substationsProc., 9th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP), San Francisco, U.S.A., July 6-9.
  193. Der Kiureghian, A., J.Song, and J.L. Sackman (2002). Dynamic interaction between electrical substation equipment during earthquakes. Proc., 7th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS2002), Naples, Italy, September 22-26, Volume II, 745-748.
  194. Song, J., A. Der Kiureghian, and J.L. Sackman (2002). Reducing the effect of interaction between electrical equipment connected by rigid bus. Proc. U.S. Seventh National Conference on Earthquake Engineering, Boston, Mass., July 21-25, 2002 (CD-ROM).
  195. Koh, H.M., J. Song, and W. Park (2000). Cost effectiveness of base isolation for bridges in low and moderate seismic region, Proc. of WCEE2000, WCEE, New Zealand.
  196. Koh, H.M., K.S. Park, and J. Song (1999). Optimal seismic design method for base-isolated pool structure by minimizing life cycle cost, Proc. of SMiRT-15, SMiRT, Korea, X, 427-434.

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