2023
J. G. Perez, L. Sanches, A. Ghadami, G. Michon, B. I. Epureanu. “A physics-informed data-driven approach for forecasting bifurcations in dynamical systems”, Nonlinear Dynamics, (2023).
A. Ghadami, E.B. O’Dea , P. Rohani, B.I. Epureanu , J.M. Drake, “Data-driven detection of epidemic transitions by multivariate spectral similarity analysis”, Nonlinear Dynamics (2023).
J. G. Perez, A. Ghadami, L. Sanches, G. Michon, B. I. Epureanu, “Bifurcation analysis of aeroelastic systems under flight varying conditions: a hybrid approach”, AIAA Scitech, 2023.
2022
A. Ghadami, B. I. Epureanu, “ Deep learning for nonlinear model reduction and stability analysis in nonlinear systems”, Philosophical Transactions of the Royal Society A, 380.2229 (2022).
A. Ghadami, B. I. Epureanu, “Data-driven prediction in dynamical systems: recent developments”, Philosophical Transactions of the Royal Society A, 380.2229 (2022).
J. G. Perez, A. Ghadami, L. Sanches, G. Michon, B. I. Epureanu, “ Data-driven optimization for flutter suppression by using an aeroelastic nonlinear energy sink”, Journal of Fluids and Structures (2022).
J. G. Perez, A. Ghadami, L. Sanches, G. Michon, B. I. Epureanu, “ Design of Flap-Nonlinear Energy Sinks for Post-Flutter Mitigation Using Data-Driven Forecasting”, Nonlinear Structures & Systems, Volume 1 (2022).
H. Wu, A. Ghadami, E. Bayrak, J. M. Smereka, B. I. Epureanu, “Task allocation with load management in multi-agent teams”, International Conference on Robotics and Automation (ICRA), IEEE, (2022).
H. Wu, A. Ghadami, E. Bayrak, J. M. Smereka, B. I. Epureanu, “Evaluating emergent coordination through sub-team identification in multi-agent teams ”, Robotics and Automation Letters (2022).
H. Wu, A. Ghadami, E. Bayrak, J. M. Smereka, B. I. Epureanu, “Task allocation with load management in multi-agent teams”, the 2022 International Conference on Robotics and Automation (ICRA), May 2022.
2021
H. Wu, A. Ghadami, A.E. Bayrak, J.M. Smereka, B.I. Epureanu, “ Impact of heterogeneity and risk aversion on task allocation in multi-agent teams”, IEEE Robotics and Automation Letters, 6 (4) 7065 (2021).
A. Ghadami, C. Doering, J.M. Drake, P. Rohani, B.I. Epureanu, “Stability and resilience of transportation systems: Is a traffic jam about to occur?”, IEEE Transactions on Intelligent Transportation Systems, (2021).
A. Ghadami, X. Li,, J.M. Drake, P. Rohani, B.I. Epureanu, “Mathematical model of the feedback between global supply chain disruption and COVID-19 dynamics”, Scientific Reports, 11.1 (2021).
S. Chen, A. Ghadami, B.I. Epureanu, “Practical guide to using Kendall’s \Tau as an indicator for critical transitions”, Royal Society Open Science, 9.7 (2021).
2020
A. Ghadami, C. Riso, C.E.S. Cesnik, B.I. Epureanu, “Data-driven forecasting of post-flutter dynamics of geometrically nonlinear wings”, AIAA, 58.6 (2020).
A. Ghadami, B. I. Epureanu, “Forecasting the onset of traffic congestions on circular roads”, IEEE Transactions on Intelligent Transportation Systems, 22.2 (2020).
A. Ghadami, S. Chen, B. I. Epureanu, “Data-driven identification of the most reliable sensor species to predict ecological regime shifts”, Royal Society Open Science, 7.8 (2020).
2019
C. Riso, A. Ghadami, C.E.S. Cesnik, B.I. Epureanu, “Model-Free Forecasting of Limit Cycle Oscillations in Geometrically Nonlinear Wings”, The International Forum on Aeroelasticity and Structural Dynamics, 2019.
2018
A. Ghadami, B. I. Epureanu, “Forecasting critical points and post-critical limit cycles in nonlinear oscillatory systems using pre-critical transient responses”, International Journal of Non-linear Mechanics, 101(2018).
A. Ghadami, C. E. Cesnik, B. I. Epureanu, “Model-less forecasting of Hopf bifurcations in fluid-structural systems”, Journal of Fluids and Structures, 76 (2018).
A. Ghadami, E. Gourgou, B. I. Epureanu, “Rate of recovery from perturbations as a means to forecast future stability of living systems”, Scientific Reports, 8.1 (2018).
2013-2017
A. Ghadami, B. I. Epureanu, “Forecasting the post-bifurcation dynamics of large-dimensional slow-oscillatory systems using critical slowing down and center space reduction”, Nonlinear Dynamics, 88.1 (2017).
6. A. Ghadami, B. I. Epureanu, “Bifurcation forecasting for large dimensional oscillatory systems: forecasting flutter using gust responses”, Journal of Computational and Nonlinear Dynamics, 11.6 (2016).
A. Ghadami, B.I. Epureanu, “Forecasting subcritical and supercritical flutter using gust responses”, ASME 2015 International Mechanical Engineering Congress & Exposition (IMECE), (2015).
A. Ghadami, M. Behzad, and H. R. Mirdamadi. “Damage identification in multi-step waveguides using Lamb waves and scattering coefficients”, Archive of Applied Mechanics, 86.6 (2015).
A. Ghadami, M. Behzad, and H. R. Mirdamadi, “A mode conversion-based algorithm for detecting rectangular notch parameters in plates using Lamb waves” Archive of Applied Mechanics, 85.6 (2015).
A. Maghsoodi, A. Ghadami, H.R. Mirdamadi, “Multiple-crack damage detection in multi-step beams by a novel local flexibility-based damage index”, Journal of Sound and Vibration, 332 (2013).
M. Behzad, A. Ghadami, A. Maghsoodi, J. Michael Hale, “Vibration based algorithm for crack detection in cantilever beam containing two different types of cracks”, Journal of Sound and Vibration, 332.24 (2013).