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D
Dániel Straub
technical university of munich
51
H-index
431
Paper Count
8.7K
Citation Count
0
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Published Papers
112
Publication Date
Publication Date
Impact Factor
Citations
ESTIMATING RARE EVENT PROBABILITIES WITH STEIN VARIATIONAL GRADIENT DESCENT
International Journal for Uncertainty Quantification
IF
1.8
2026-01-01
0
PRE
AI
Ehre, Max; Papaioannou, Jason; Straub, Daniel
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Deep belief Markov models for POMDP inference
Neural Networks
IF
6.3
2025-12-05
0
OA
AI
Giacomo Arcieri; Konstantinos G. Papakonstantinou; Daniel Straub; Eleni Chatzi
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State Space Kriging model for emulating nonlinear stochastic dynamical systems with parameter uncertainty
Mechanical Systems and Signal Processing
IF
8.9
2025-12-01
0
OA
AI
Kai Cheng; Iason Papaioannou; MengZe Lyu; Daniel Straub
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Branch-and-bound algorithm for efficient reliability analysis of general coherent systems
Structural Safety
IF
6.3
2025-09-22
0
PRE
AI
Ji-Eun Byun; Hyeuk Ryu; Daniel Straub
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State Space Kriging model for emulating complex nonlinear dynamical systems under stochastic excitation
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2025-07-01
0
OA
AI
Cheng, Kai; Papaioannou, Iason; Lyu, MengZe; Straub, Daniel
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Enhanced sequential directional importance sampling for structural reliability analysis
STRUCTURAL SAFETY
IF
6.3
2025-05-01
0
OA
AI
Cheng, Kai; Papaioannou, Iason; Straub, Daniel
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Development of methods of structural reliability
STRUCTURAL SAFETY
IF
6.3
2025-03-01
10
PRE
AI
Ellingwood, Bruce; Maes, Marc; Bartlett, F. Michael; Beck, Andre T.; Caprani, Colin; Kiureghian, Armen Der; Duenas-Osorio, Leonardo; Galvao, Neryvaldo; Gilbert, Robert; Li, Jie; Matos, Jose; Mori, Yasuhiro; Papaioannou, Iason; Parades, Roger; Straub, Daniel; Sudret, Bruno
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Interpretation of probability in structural safety - A philosophical conundrum
STRUCTURAL SAFETY
IF
6.3
2025-03-01
4
PRE
AI
Vrouwenvelder, Ton; Beck, Andre; Proske, Dirk; Faber, Michael; Kohler, Jochen; Schubert, Matthias; Straub, Daniel; Teichgraeber, Max
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Moving toward resilience and sustainability in the built environment
STRUCTURAL SAFETY
IF
6.3
2025-03-01
1
PRE
AI
Sanchez-Silva, Mauricio; Gardoni, Paolo; Val, Dimitri V.; Yang, David Y.; Frangopol, Dan M.; Limongelli, Maria Pina; Honfi, Daniel; Acuna, Nayled; Straub, Daniel
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Models and methods for probabilistic safety assessment of steel structures subject to fatigue
STRUCTURAL SAFETY
IF
6.3
2025-03-01
0
OA
AI
Maljaars, Johan; Leander, John; Nussbaumer, Alain; Sorensen, John Daalsgaard; Straub, Daniel
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Bayesian improved cross entropy method with categorical mixture models for network reliability assessment
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2024-12-01
0
OA
AI
Chan, Jianpeng; Papaioannou, Iason; Straub, Daniel
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Risk-informed representative earthquake scenarios for Valparaíso and Viña del Mar, Chile
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES
IF
4.7
2024-08-08
0
OA
AI
Rosero-Velasquez, Hugo; Monsalve, Mauricio; Zapata, Juan Camilo Gomez; Ferrario, Elisa; Poulos, Alan; de la Llera, Juan Carlos; Straub, Daniel
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POMDP inference and robust solution via deep reinforcement learning: an application to railway optimal maintenance
MACHINE LEARNING
IF
2.9
2024-05-31
0
OA
AI
Arcieri, Giacomo; Hoelzl, Cyprien; Schwery, Oliver; Straub, Daniel; Papakonstantinou, Konstantinos G.; Chatzi, Eleni
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A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2024-02-01
6
OA
AI
Kamariotis, Antonios; Tatsis, Konstantinos; Chatzi, Eleni; Goebel, Kai; Straub, Daniel
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Variance-based reliability sensitivity with dependent inputs using failure samples
STRUCTURAL SAFETY
IF
6.3
2024-01-01
4
OA
AI
Ehre, Max; Papaioannou, Iason; Straub, Daniel
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A Bayesian analysis for the quantification of strength model uncertainty factor of ship structures in ultimate limit state
MARINE STRUCTURES
IF
5.1
2023-11-01
4
PRE
AI
Georgiadis, Dimitris G.; Samuelides, Emmanuel S.; Straub, Daniel
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Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2023-11-01
7
OA
AI
Arcieri, Giacomo; Hoelzl, Cyprien; Schwery, Oliver; Straub, Daniel; Papakonstantinou, Konstantinos G.; Chatzi, Eleni
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Bayesian improved cross entropy method for network reliability assessment
STRUCTURAL SAFETY
IF
6.3
2023-07-01
13
OA
AI
Chan, Jianpeng; Papaioannou, Iason; Straub, Daniel
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Spatial modeling of concrete strength based on data
STRUCTURAL SAFETY
IF
6.3
2023-07-01
5
PRE
AI
Geyer, Sebastian; Papaioannou, Iason; Straub, Daniel
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Non-linear structural models and the partial safety factor concept
STRUCTURAL SAFETY
IF
6.3
2023-07-01
3
PRE
AI
Teichgraeber, Max; Fusseder, Martin; Bletzinger, Kai-Uwe; Straub, Daniel
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Research Directions
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Co-authors
Cooperation Journals
D
Dan M. Frangopol
H-index: 89 · Papers: 1.1K
A
Armen Der Kiureghian
H-index: 73 · Papers: 339
J
James L. Beck
H-index: 69 · Papers: 417
B
Bruce R. Ellingwood
H-index: 67 · Papers: 467
P
Paolo Gardoni
H-index: 63 · Papers: 467
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