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Alexandros A. Taflanidis

university of notre dame

37H-index
239Paper Count
4.6KCitation Count
Published Papers 106
Publication Date
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Advances in Imputation Strategies Supporting Peak Storm Surge Surrogate Modeling
errJournal of Marine Science and Engineering
IF2.8
err2026-03-03
err0
errOAAI
errWoongHee Jung; Christopher Irwin; Alexandros A. Taflanidis; Norberto C. Nadal-Caraballo; Luke A. Aucoin; Madison C. Yawn
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Emulation of peak storm surge across extended spatial domains using separable Gaussian Process techniques
errCoastal Engineering
IF4.5
err2025-12-29
err0
errOAAI
errChristopher Irwin; WoongHee Jung; Alexandros A. Taflanidis; Norberto C. Nadal-Caraballo; Luke A. Aucoin; Madison C. Yawn
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errSave
Accelerating Seismic Response Distribution Estimation With Scalable Mixture Density Network Stochastic Surrogate Models
errEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS
IF5
err2025-12-01
err0
PREAI
errPeng, Han; Taflanidis, Alexandros A.; Zhang, Jize
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errSave
Multi-point active learning probability density evolution method
errStructural Safety
IF6.3
err2025-07-08
err0
PREAI
errTong Zhou; Tong Guo; Xujia Zhu; Alexandros A. Taflanidis; Jize Zhang
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errSave
Impact of structural information fidelity on reduced-order model development for regional risk assessment
errSTRUCTURAL SAFETY
IF6.3
err2025-06-09
err0
errOAAI
errSang-ri Yi; Alexandros A. Taflanidis; Parisa Toofani Movaghar; Carmine Galasso
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errSave
2023 EMI Conference Student Competition Finalist Papers
errengineering fracture mechanics
IF3.2
err2025-06-01
err0
PREAI
errBarbato, Michele; Taflanidis, Alexandros A.
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errSave
Adaptive covariance tapering for large datasets and application to spatial interpolation of storm surge
errCoastal Engineering
IF4.5
err2025-04-29
err0
errOAAI
errChristopher Irwin; Alexandros A. Taflanidis; Norberto C. Nadal-Caraballo; Luke A. Aucoin; Madison C. Yawn
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errSave
Advances in spatiotemporal storm surge emulation: database imputation and multi-mode latent space projection
errCoastal Engineering
IF4.5
err2025-04-16
err0
errOAAI
errWoongHee Jung; Alexandros A. Taflanidis; Norberto C. Nadal-Caraballo; Luke A. Aucoin; Madison C. Yawn
errShare
errSave
Adaptive formulation for probabilistic storm surge predictions through sharing of numerical simulation results across storm advisories
errCOASTAL ENGINEERING
IF4.5
err2025-01-01
err0
PREAI
errJung, Woonghee; Taflanidis, Alexandros A.
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errSave
Accelerating uncertainty quantification in incremental dynamic analysis using dimension reduction-based surrogate modeling
errBULLETIN OF EARTHQUAKE ENGINEERING
IF4.1
err2024-12-11
err0
PREAI
errGiovanis, Dimitris G.; Taflanidis, Alexandros; Shields, Michael D.
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errSave
Hazard-consistent scenario selection for long-term storm surge risk assessment over extended coastal regions
errCOASTAL ENGINEERING
IF4.5
err2024-12-01
err0
PREAI
errJung, Woonghee; Taflanidis, Alexandros A.; Nadal-Caraballo, Norberto C.; Yawn, Madison C.; Aucoin, Luke A.
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errSave
Numerical Exploration of the Shielding Effect of Vegetation on Nearshore Structures under Wave Run-Up Loading
errengineering fracture mechanics
IF3.2
err2024-08-01
err0
PREAI
errMoris, Joaquin P.; Kyprioti, Aikaterini P.; Irwin, Christopher H.; Taflanidis, Alexandros A.; Kennedy, Andrew B.
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errSave
Adaptive multi-fidelity Monte Carlo for real-time probabilistic storm surge predictions
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-07-01
err2
PREAI
errJung, Woonghee; Taflanidis, Alexandros A.; Kyprioti, Aikaterini P.; Zhang, Jize
errShare
errSave
Machine learning motivated data imputation of storm data used in coastal hazard assessments
errCOASTAL ENGINEERING
IF4.5
err2024-06-01
err0
PREAI
errLiu, Ziyue; Carr, Meredith L.; Nadal-Caraballo, Norberto C.; Yawn, Madison C.; Taflanidis, Alexandros A.; Bensi, Michelle T.
errShare
errSave
Stochastic emulation with enhanced partial- and no-replication strategies for seismic response distribution estimation
errEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS
IF5
err2024-03-22
err2
errOAAI
errYi, Sang-ri; Taflanidis, Alexandros A.
errShare
errSave
Hierarchical Bayesian calibration of regional moment magnitude predictive models
errSOIL DYNAMICS AND EARTHQUAKE ENGINEERING
IF4.6
err2023-12-01
err0
PREAI
errLi, Hongjie; Taflanidis, Alexandros A.; Brewick, Patrick
errShare
errSave
Regional storm surge hazard quantification using Gaussian process metamodeling techniques
errNATURAL HAZARDS
IF3.7
err2023-10-13
err2
PREAI
errJung, WoongHee; Taflanidis, Alexandros A.; Nadal-Caraballo, Norberto C.; Yawn, Madison C.; Aucoin, Luke A.
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errSave
Impact of fixture purging on water age and excess water usage, considering stochastic water demands
errWATER RESEARCH
IF12.4
err2023-10-01
err2
PREAI
errClements, Emily; Irwin, Christopher; Taflanidis, Alexandros; Bibby, Kyle; Nerenberg, Robert
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errSave
Exploring the impact of excitation and structural response/performance modeling fidelity in the design of seismic protective devices
errENGINEERING STRUCTURES
IF6.4
err2023-09-01
err3
errOAAI
errPatsialis, D.; Taflanidis, A. A.; Giaralis, A.
errShare
errSave
Efficient probabilistic storm surge estimation through adaptive importance sampling across storm advisories
errCOASTAL ENGINEERING
IF4.5
err2023-08-01
err6
errOAAI
errJung, WoongHee; Taflanidis, Alexandros A.; Kyprioti, Aikaterini P.; Adeli, Ehsan; Westerink, Joannes J.; Tolman, Hendrik
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errSave

Research Directions

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Co-authors
Cooperation Journals
刘
刘诚 (Cheng Liu)
H-index: 70 · Papers: 718
J
James L. Beck
H-index: 69 · Papers: 417
K
Kyle Bibby
H-index: 64 · Papers: 216
M
M. T. Hartman
H-index: 57 · Papers: 173
C
Clint Dawson
H-index: 56 · Papers: 360
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