Alexandros A. Taflanidis

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 7

Top Topics

Long Short Term Memory

Spatio Temporal

Top Venues

Adv. Eng. Softw.

Reliab. Eng. Syst. Saf.

SIMULTECH (Selected Papers)

Publications

WoongHee Jung, Alexandros A. Taflanidis, Aikaterini P. Kyprioti, Jize Zhang
Adaptive multi-fidelity Monte Carlo for real-time probabilistic storm surge predictions. Reliab. Eng. Syst. Saf. 247 (2024)
WoongHee Jung, Alexandros A. Taflanidis
Efficient global sensitivity analysis for high-dimensional outputs combining data-driven probability models and dimensionality reduction. Reliab. Eng. Syst. Saf. 231 (2023)
Ehsan Adeli, Luning Sun, Jianxun Wang, Alexandros A. Taflanidis
An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions. Neural Comput. Appl. 35 (26) (2023)
Ehsan Adeli, Luning Sun, Jian-Xun Wang, Alexandros A. Taflanidis
An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions. CoRR (2022)
Ehsan Adeli, Jize Zhang, Alexandros A. Taflanidis
Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations. CoRR (2021)
Jize Zhang, Alexandros A. Taflanidis, Jeffrey T. Scruggs
Surrogate modeling of hydrodynamic forces between multiple floating bodies through a hierarchical interaction decomposition. J. Comput. Phys. 408 (2020)
Alexandros A. Taflanidis, Agathoklis Giaralis, D. Patsialis
Multi-objective optimal design of inerter-based vibration absorbers for earthquake protection of multi-storey building structures. J. Frankl. Inst. 356 (14) (2019)
Gaofeng Jia, Alexandros A. Taflanidis
Non-parametric stochastic subset optimization utilizing multivariate boundary kernels and adaptive stochastic sampling. Adv. Eng. Softw. 89 (2015)
Yiannis Tsompanakis, Peter Iványi, A. T. Beck, M. Beer, L. F. Costa Neves, Maria Girardi, H. A. J. Jensen, Kurt Marti, N. L. Rizzi, J. G. Santos da Silva, Alexandros A. Taflanidis, Barry H. V. Topping
Special Issue: Civil-Comp. Adv. Eng. Softw. 89 (2015)
Alexandros A. Taflanidis, Juan Camilo Medina
Simulation-Based Optimization in Design-Under-Uncertainty Problems Through Iterative Development of Metamodels in Augmented Design/Random Variable Space. SIMULTECH (Selected Papers) (2014)
Alexandros A. Taflanidis, Juan Camilo Medina
Adaptive kriging for simulation-based design under uncertainty development of metamodels in augmeted input space and adaptive tuning of their characteristics. SIMULTECH (2014)
Alexandros A. Taflanidis, Eva Loukogeorgaki, Demos C. Angelides
Offshore wind turbine risk quantification/evaluation under extreme environmental conditions. Reliab. Eng. Syst. Saf. 115 (2013)
Alexandros A. Taflanidis
Stochastic subset optimization incorporating moving least squares response surface methodologies for stochastic sampling. Adv. Eng. Softw. 44 (1) (2012)
Alexandros A. Taflanidis, Jeffrey T. Scruggs
Probabilistically-robust performance optimization for controlled linear stochastic systems. ACC (2009)