2020
The role of risk measures in making seismic upgrading decisions (Journal article)
Bodenmann, L., Galanis, P., Broccardo, M., & Stojadinović, B. (2020). The role of risk measures in making seismic upgrading decisions. Earthquake Spectra, 36(4), 1802-1822. doi:10.1177/8755293020919423DOI: 10.1177/8755293020919423
Wang, Z., Broccardo, M., Mignan, A., & Sornette, D. (2020). The dynamics of entropy in the COVID-19 outbreaks.. Nonlinear dynamics, 101(3), 1847-1869. doi:10.1007/s11071-020-05871-5DOI: 10.1007/s11071-020-05871-5
Broccardo, M., Mignan, A., Grigoli, F., Karvounis, D., Rinaldi, A. P., Danciu, L., . . . Wiemer, S. (2020). Induced seismicity risk analysis of the hydraulic stimulation of a geothermal well on Geldinganes, Iceland. Natural Hazards and Earth System Sciences, 20, 1573-1593. doi:10.5194/nhess-20-1573-2020DOI: 10.5194/nhess-20-1573-2020
Induced seismicity risk analysis of the hydraulic stimulation of a geothermal well on Geldinganes, Iceland (Journal article)
Broccardo, M., Mignan, A., Grigoli, F., Karvounis, D., Rinaldi, A. P., Danciu, L., . . . Wiemer, S. (n.d.). Induced seismicity risk analysis of the hydraulic stimulation of a geothermal well on Geldinganes, Iceland. Natural Hazards and Earth System Sciences, 20(6), 1573-1593. doi:10.5194/nhess-20-1573-2020DOI: 10.5194/nhess-20-1573-2020
Wang, Z., & Broccardo, M. (2020). A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis. Structural Safety, 84, 101937. doi:10.1016/j.strusafe.2020.101937DOI: 10.1016/j.strusafe.2020.101937
Reply to Dr. Georgios Michas (Journal article)
Broccardo, M. (2020). Reply to Dr. Georgios Michas. doi:10.5194/nhess-2019-331-ac1DOI: 10.5194/nhess-2019-331-ac1
Reply to Dr. Georgios Michas (sorry for the replica) (Journal article)
Broccardo, M. (2020). Reply to Dr. Georgios Michas (sorry for the replica). doi:10.5194/nhess-2019-331-ac3DOI: 10.5194/nhess-2019-331-ac3
Reply to Prof. Jullian Bommer (Journal article)
Broccardo, M. (2020). Reply to Prof. Jullian Bommer. doi:10.5194/nhess-2019-331-ac2DOI: 10.5194/nhess-2019-331-ac2
Wang, Z., Broccardo, M., & Song, J. (2020). Probabilistic Performance-Pattern Decomposition (PPPD): analysis framework and applications to stochastic mechanical systems. Retrieved from http://arxiv.org/abs/2003.02205v1
Risk-Based Multilevel Methodology to Stress Test Critical Infrastructure Systems (Journal article)
Esposito, S., Stojadinovic, B., Babic, A., Dolsek, M., Iqbal, S., Selva, J., . . . Giardini, D. (2020). Risk-Based Multilevel Methodology to Stress Test Critical Infrastructure Systems. JOURNAL OF INFRASTRUCTURE SYSTEMS, 26(1). doi:10.1061/(ASCE)IS.1943-555X.0000520DOI: 10.1061/(ASCE)IS.1943-555X.0000520
Granello, G., Broccardo, M., Palermo, A., & Pampanin, S. (2020). Fragility-based methodology for evaluating the time-dependent seismic performance of post-tensioned timber frames. EARTHQUAKE SPECTRA, 36(1), 322-352. doi:10.1177/8755293019878196DOI: 10.1177/8755293019878196
2019
Supplementary material to "Induced seismicity risk analysis of the hydraulic stimulation of a geothermal well on Geldinganes, Iceland" (Journal article)
Broccardo, M., Mignan, A., Grigoli, F., Karvounis, D., Rinaldi, A. P., Danciu, L., . . . Wiemer, S. (2019). Supplementary material to "Induced seismicity risk analysis of the hydraulic stimulation of a geothermal well on Geldinganes, Iceland". doi:10.5194/nhess-2019-331-supplementDOI: 10.5194/nhess-2019-331-supplement
One neuron versus deep learning in aftershock prediction (Journal article)
Mignan, A., & Broccardo, M. (2019). One neuron versus deep learning in aftershock prediction. NATURE, 574(7776), E1-E3. doi:10.1038/s41586-019-1582-8DOI: 10.1038/s41586-019-1582-8
Neural Network Applications in Earthquake Prediction (1994-2019): Meta-Analytic and Statistical Insights on Their Limitations (Journal article)
Mignan, A., & Broccardo, M. (2020). Neural Network Applications in Earthquake Prediction (1994-2019): Meta-Analytic and Statistical Insights on Their Limitations. SEISMOLOGICAL RESEARCH LETTERS, 91(4), 2330-2342. doi:10.1785/0220200021DOI: 10.1785/0220200021
Wang, Z., & Broccardo, M. (2020). A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis. STRUCTURAL SAFETY, 84. doi:10.1016/j.strusafe.2020.101937DOI: 10.1016/j.strusafe.2020.101937
Including seismic risk mitigation measures into the Levelized Cost Of Electricity in enhanced geothermal systems for optimal siting (Journal article)
Mignan, A., Karvounis, D., Broccardo, M., Wiemer, S., & Giardini, D. (2019). Including seismic risk mitigation measures into the Levelized Cost Of Electricity in enhanced geothermal systems for optimal siting. APPLIED ENERGY, 238, 831-850. doi:10.1016/j.apenergy.2019.01.109DOI: 10.1016/j.apenergy.2019.01.109
A Deeper Look into 'Deep Learning of Aftershock Patterns Following Large Earthquakes': Illustrating First Principles in Neural Network Physical Interpretability (Conference Paper)
Mignan, A., & Broccardo, M. (2019). A Deeper Look into 'Deep Learning of Aftershock Patterns Following Large Earthquakes': Illustrating First Principles in Neural Network Physical Interpretability. In ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2019, PT I Vol. 11506 (pp. 3-14). doi:10.1007/978-3-030-20521-8_1DOI: 10.1007/978-3-030-20521-8_1
Discussion of "A Framework to Evaluate the Benefit of Seismic Upgrading" (Journal article)
Galanis, P., Broccardo, M., Bodenmann, L., & Stojadinovic, B. (2019). Discussion of "A Framework to Evaluate the Benefit of Seismic Upgrading". EARTHQUAKE SPECTRA, 35(3), 1511-1514. doi:10.1193/041219EQS086ADOI: 10.1193/041219EQS086A
Hamiltonian monte carlo-subset simulation (HMC-SS) methods for structural reliability analysis (Conference Paper)
Broccardo, M., Wang, Z., & Song, J. (2019). Hamiltonian monte carlo-subset simulation (HMC-SS) methods for structural reliability analysis. In 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019.
Preliminary validation of a spectral-based stochastic ground motion model with a non-parametric time-modulating function. (Conference Paper)
Broccardo, M., & Dabaghi, M. (2019). Preliminary validation of a spectral-based stochastic ground motion model with a non-parametric time-modulating function.. In 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019.
2018
A compositional demand/supply framework to quantify the resilience of civil infrastructure systems (Re-CoDeS) (Journal article)
Didier, M., Broccardo, M., Esposito, S., & Stojadinovic, B. (2018). A compositional demand/supply framework to quantify the resilience of civil infrastructure systems (Re-CoDeS). Sustainable and Resilient Infrastructure, 3(2), 86-102. doi:10.1080/23789689.2017.1364560DOI: 10.1080/23789689.2017.1364560
Mignan, A., Broccardo, M., Wiemer, S., & Giardini, D. (2018). Autonomous decision-making against induced seismicity in deep fluid injections. In Energy Geotechnics, A. Ferrari and L. Laloui (Eds.), SEG 2018, SSGG, pp. 369-376, 2019. Retrieved from http://dx.doi.org/10.1007/978-3-319-99670-7_46
Is rocking motion predictable? (Journal article)
Bachmann, J. A., Strand, M., Vassiliou, M. F., Broccardo, M., & Stojadinovic, B. (2018). Is rocking motion predictable?. EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 47(2), 535-552. doi:10.1002/eqe.2978DOI: 10.1002/eqe.2978
Simulation of Stochastic Processes by Sinc Basis Functions and Application in TELM Analysis (Journal article)
Broccardo, M., & Kiureghian, A. D. (2018). Simulation of Stochastic Processes by Sinc Basis Functions and Application in TELM Analysis. JOURNAL OF ENGINEERING MECHANICS, 144(1). doi:10.1061/(ASCE)EM.1943-7889.0001374DOI: 10.1061/(ASCE)EM.1943-7889.0001374
2017
Hierarchical Bayesian Modeling of Fluid-Induced Seismicity (Journal article)
Broccardo, M., Mignan, A., Wiemer, S., Stojadinovic, B., & Giardini, D. (2017). Hierarchical Bayesian Modeling of Fluid-Induced Seismicity. GEOPHYSICAL RESEARCH LETTERS, 44(22), 11357-11367. doi:10.1002/2017GL075251DOI: 10.1002/2017GL075251
The three-dimensional behavior of inverted pendulum cylindrical structures during earthquakes (Journal article)
Vassiliou, M. F., Burger, S., Egger, M., Bachmann, J. A., Broccardo, M., & Stojadinovic, B. (2017). The three-dimensional behavior of inverted pendulum cylindrical structures during earthquakes. EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 46(14), 2261-2280. doi:10.1002/eqe.2903DOI: 10.1002/eqe.2903
Induced seismicity closed-form traffic light system for actuarial decision-making during deep fluid injections (Journal article)
Mignan, A., Broccardo, M., Wiemer, S., & Giardini, D. (2017). Induced seismicity closed-form traffic light system for actuarial decision-making during deep fluid injections. SCIENTIFIC REPORTS, 7. doi:10.1038/s41598-017-13585-9DOI: 10.1038/s41598-017-13585-9
Hamiltonian Monte Carlo methods for Subset Simulation in reliability analysis (Journal article)
Wang, Z., Broccardo, M., & Song, J. (2019). Hamiltonian Monte Carlo methods for Subset Simulation in reliability analysis. STRUCTURAL SAFETY, 76, 51-67. doi:10.1016/j.strusafe.2018.05.005DOI: 10.1016/j.strusafe.2018.05.005
Maternal exposure to low levels of corticosterone during lactation protects adult rat progeny against TNBS-induced colitis: A study on GR-mediated anti-inflammatory effect and prokineticin system (Journal article)
Zinni, M., Zuena, A. R., Marconi, V., Petrella, C., Fusco, I., Giuli, C., . . . Casolini, P. (2017). Maternal exposure to low levels of corticosterone during lactation protects adult rat progeny against TNBS-induced colitis: A study on GR-mediated anti-inflammatory effect and prokineticin system. PLOS ONE, 12(3). doi:10.1371/journal.pone.0173484DOI: 10.1371/journal.pone.0173484
PROBABILISTIC VALIDATION OF THE HOUSNER ROCKING MODEL (Conference Paper)
Bachmann, J., Strand, M., Vassiliou, M., Broccardo, M., & Stojadinovic, B. (2017). PROBABILISTIC VALIDATION OF THE HOUSNER ROCKING MODEL. In Proceedings of the 6th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2015). Institute of Structural Analysis and Antiseismic Research School of Civil Engineering National Technical University of Athens (NTUA) Greece. doi:10.7712/120117.5623.18485DOI: 10.7712/120117.5623.18485
The Tail Equivalent Linearization Method for Nonlinear Stochastic Processes, Genesis and Developments (Chapter)
Broccardo, M., Alibrandi, U., Wang, Z., & Garre, L. (2017). The Tail Equivalent Linearization Method for Nonlinear Stochastic Processes, Genesis and Developments. In Unknown Book (pp. 109-142). doi:10.1007/978-3-319-52425-2_6DOI: 10.1007/978-3-319-52425-2_6
2016
Multicomponent Nonlinear Stochastic Dynamic Analysis by Tail-Equivalent Linearization (Journal article)
Broccardo, M., & Der Kiureghian, A. (2016). Multicomponent Nonlinear Stochastic Dynamic Analysis by Tail-Equivalent Linearization. JOURNAL OF ENGINEERING MECHANICS, 142(3). doi:10.1061/(ASCE)EM.1943-7889.0001026DOI: 10.1061/(ASCE)EM.1943-7889.0001026
An algorithm for finding a sequence of design points in reliability analysis (Journal article)
Wang, Z., Broccardo, M., & Kiureghian, A. D. (2016). An algorithm for finding a sequence of design points in reliability analysis. STRUCTURAL SAFETY, 58, 52-59. doi:10.1016/j.strusafe.2015.09.004DOI: 10.1016/j.strusafe.2015.09.004
2015
A risk management approach for the Swiss seismic hazard (Conference Paper)
Galanis, P., Sycheva, A., Broccardo, M., Mimra, W., & Stojadinovic, B. (2015). A risk management approach for the Swiss seismic hazard. In Unknown Conference (pp. 4529-4536). CRC Press. doi:10.1201/b19094-594DOI: 10.1201/b19094-594
Probabilistic resilience assessment of civil systems: Analysis and validity of the PEER framework (Conference Paper)
Broccardo, M., Galanis, P., Esposito, S., & Stojadinovic, B. (2015). Probabilistic resilience assessment of civil systems: Analysis and validity of the PEER framework. In Unknown Conference (pp. 331-339). CRC Press. doi:10.1201/b19094-47DOI: 10.1201/b19094-47
2014
Non-stationary stochastic dynamic analysis by tail-equivalent linearization (Conference Paper)
Broccardo, M., & Der Kiureghian, A. (2014). Non-stationary stochastic dynamic analysis by tail-equivalent linearization. In Unknown Conference (pp. 4981-4987). CRC Press. doi:10.1201/b16387-722DOI: 10.1201/b16387-722
Simulation of near-fault ground motions using frequency-domain discretization (Conference Paper)
Broccardo, M., & Der Kiureghian, A. (2014). Simulation of near-fault ground motions using frequency-domain discretization. In NCEE 2014 - 10th U.S. National Conference on Earthquake Engineering: Frontiers of Earthquake Engineering. doi:10.4231/D32805031DOI: 10.4231/D32805031
2009
Assumed-deformation gradient finite elements with nodal integration for nearly incompressible large deformation analysis (Journal article)
Broccardo, M., Micheloni, M., & Krysl, P. (2009). Assumed-deformation gradient finite elements with nodal integration for nearly incompressible large deformation analysis. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 78(9), 1113-1134. doi:10.1002/nme.2521DOI: 10.1002/nme.2521