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Amin Ghadami

University of Southern California

15H-index
46Paper Count
687Citation Count
Published Papers 18
Publication Date
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Explaining complex dynamical systems using conditional SHAP analysis with application to multi-variant epidemic dynamics
errScientific Reports
IF3.9
err2026-04-18
err0
errOAAI
errAli Ghadami; Minsun Shim; Amin Ghadami; John M. Drake; Bogdan I. Epureanu
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Continuous training based on the needs of operating room nurses using web application: a new approach to improve their knowledge
errBMC Medical Education
IF3.2
err2026-04-05
err0
errOAAI
errR. Khorammakan; S. H. Roudbari; A. Omid; V. S. Anoosheh; A. N. Arabkhazaei; A. Z. Arabkhazaei; J. Khalili; H. Belyad Chaldashti; A. Ghadami
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Leveraging Systems-of-Systems Analysis to Strengthen Epidemic Intelligence for Preparedness and Response
errHealth Security
IF0
err2025-12-01
err0
PREAI
errDrake, John M.; Bahl, Justin; Cacciatore, Michael A.; Ghadami, Amin; Graeden, Ellie; Han, Barbara A.; Nowak, Glen; Marty, Eric; Robertson, Hailey; Rohani, Pejman; Sarkar, Sukanta; Stott, Guppy L.; Winter, Amy K.; Epureanu, Bogdan I.
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Experimental parametric study of a flap-NES passive absorber for post-flutter control
errJournal of Fluids and Structures
IF3.5
err2025-08-24
err0
PREAI
errJesús García Pérez; Leonardo Sanches; Amin Ghadami; Bogdan I. Epureanu; Guilhem Michon
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errSave
Dynamic task planning for autonomous reconfigurable manufacturing systems by knowledge-based multi-agent reinforcement learning
errCIRP ANNALS-MANUFACTURING TECHNOLOGY
IF3.6
err2024-01-01
err1
PREAI
errWu, Haochen; Ghadami, Amin; Epureanu, Bogdan I.
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errSave
Anticipating epidemic transitions in metapopulations with multivariate spectral similarity
errNONLINEAR DYNAMICS
IF6
err2023-07-28
err1
errOAAI
errGhadami, Amin; O'Dea, Eamon B.; Drake, John M.; Rohani, Pejman; Epureanu, Bogdan I.
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errSave
A physics-informed data-driven approach for forecasting bifurcations in dynamical systems
errNONLINEAR DYNAMICS
IF6
err2023-05-09
err6
PREAI
errPerez, Jesus Garcia; Sanches, Leonardo; Ghadami, Amin; Michon, Guilhem; Epureanu, Bogdan I.
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errSave
Data-driven optimization for flutter suppression by using an aeroelastic nonlinear energy sink
errJOURNAL OF FLUIDS AND STRUCTURES
IF3.5
err2022-10-01
err20
PREAI
errPerez, Jesus Garcia; Ghadami, Amin; Sanches, Leonardo; Michon, Guilhem; Epureanu, Bogdan, I
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errSave
Stability and Resilience of Transportation Systems: Is a Traffic Jam About to Occur?
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-08-01
err14
errOAAI
errGhadami, Amin; Doering, Charles R.; Drake, John M.; Rohani, Pejman; Epureanu, Bogdan, I
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errSave
Deep learning for centre manifold reduction and stability analysis in nonlinear systems
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2022-06-20
err6
errOAAI
errGhadami, Amin; Epureanu, Bogdan I.
errShare
errSave
Data-driven prediction in dynamical systems: recent developments
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2022-06-20
err58
errOAAI
errGhadami, Amin; Epureanu, Bogdan I.
errShare
errSave
Mathematical model of the feedback between global supply chain disruption and COVID-19 dynamics
errSCIENTIFIC REPORTS
IF3.9
err2021-07-29
err27
errOAAI
errLi, Xingyu; Ghadami, Amin; Drake, John M.; Rohani, Pejman; Epureanu, Bogdan, I
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errSave
Forecasting the Onset of Traffic Congestions on Circular Roads
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2021-02-01
err10
PREAI
errGhadami, Amin; Epureanu, Bogdan I.
errShare
errSave
Rate of recovery from perturbations as a means to forecast future stability of living systems
errSCIENTIFIC REPORTS
IF3.9
err2018-06-18
err20
errOAAI
errGhadami, Amin; Gourgou, Eleni; Epureanu, Bogdan, I
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errSave
Model-less forecasting of Hopf bifurcations in fluid-structural systems
errJOURNAL OF FLUIDS AND STRUCTURES
IF3.5
err2018-01-01
err33
errOAAI
errGhadami, Amin; Cesnik, Carlos E. S.; Epureanu, Bogdan I.
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errSave
Forecasting the post-bifurcation dynamics of large-dimensional slow-oscillatory systems using critical slowing down and center space reduction
errNONLINEAR DYNAMICS
IF6
err2016-12-07
err19
PREAI
errGhadami, Amin; Epureanu, Bogdan I.
errShare
errSave
Vibration based algorithm for crack detection in cantilever beam containing two different types of cracks
errJOURNAL OF SOUND AND VIBRATION
IF4.9
err2013-11-01
err26
PREAI
errBehzad, Mehdi; Ghadami, Amin; Maghsoodi, Ameneh; Hale, Jack Michael
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errSave
Multiple-crack damage detection in multi-step beams by a novel local flexibility-based damage index
errJOURNAL OF SOUND AND VIBRATION
IF4.9
err2013-01-01
err44
PREAI
errMaghsoodi, Ameneh; Ghadami, Amin; Mirdamadi, Hamid Reza
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Pejman Rohani
H-index: 61 · Papers: 239
J
John M. Drake
H-index: 61 · Papers: 367
C
Carlos E. S. Cesnik
H-index: 54 · Papers: 494
C
Charles R. Doering
H-index: 51 · Papers: 278
B
Barbara A. Han
H-index: 38 · Papers: 154
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