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Lukáš Novák
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Polynomial chaos expansion for surrogate modelling: Theory and software
L Novak, D Novak
Beton‐und Stahlbetonbau 113, 27-32, 2018
392018
Variance-based adaptive sequential sampling for polynomial chaos expansion
L Novák, M Vořechovský, V Sadílek, MD Shields
Computer Methods in Applied Mechanics and Engineering 386, 114105, 2021
382021
Estimation of coefficient of variation for structural analysis: The correlation interval approach
L Novák, D Novák
Structural Safety 92, 102101, 2021
262021
Neural network ensemble-based sensitivity analysis in structural engineering: Comparison of selected methods and the influence of statistical correlation
L Pan, L Novák, D Lehký, D Novák, M Cao
Computers & Structures 242, 106376, 2021
262021
On distribution-based global sensitivity analysis by polynomial chaos expansion
L Novák
Computers & Structures 267, 106808, 2022
202022
Stochastic modelling and assessment of long-span precast prestressed concrete elements failing in shear
O Slowik, D Novák, L Novák, A Strauss
Engineering Structures 228, 111500, 2021
192021
On taylor series expansion for statistical moments of functions of correlated random variables
L Novák, D Novák
Symmetry 12 (8), 1379, 2020
152020
Prestressed concrete roof girders: Part III–semi-probabilistic design
D Novák, L Novák, O Slowik, A Strauss
Proceedings of the Sixth International Symposium on Life-Cycle Civil …, 2018
132018
Database of fracture-mechanical concrete parameters and its implementation into reliability software FReET
D Novák, L Řoutil, L Novák, O Slowik, A Strauss, B Krug
Proceedings of IPW2015 13th International Probabilistic Workshop, 4-6, 2015
132015
Surrogate modelling in the stochastic analysis of concrete girders failing in shear
L Novak, D Novak
Proc. of the Fib Symposium 2019: Concrete-Innovations in Materials, Design …, 2019
112019
Comparison of advanced semi‐probabilistic methods for design and assessment of concrete structures
L Novák, J Červenka, V Červenka, D Novák, M Sýkora
Structural Concrete 24 (1), 771-787, 2023
92023
Uqpy v4. 1: Uncertainty quantification with python
D Tsapetis, MD Shields, DG Giovanis, A Olivier, L Novak, P Chakroborty, ...
SoftwareX 24, 101561, 2023
72023
Prestressed concrete roof girders: Part II—surrogate modeling and sensitivity analysis
D Lehký, D Novák, L Novák, M Šomodíková
Life Cycle Analysis and Assessment in Civil Engineering: Towards an …, 2018
72018
Physics-informed polynomial chaos expansions
L Novák, H Sharma, MD Shields
Journal of Computational Physics 506, 112926, 2024
62024
Probabilistic and semi-probabilistic design of large concrete beams failing in shear
L Novák, D Novák, R Pukl
Advances in engineering materials, structures and systems: innovations …, 2019
62019
Statistical and sensitivity analyses of prestressed concrete girders failing in shear
D Novák, O Slowik, L Novák, A Strauss, D Lehky
Proc., 12th Int. Conf. on Structural Safety and Reliability (ICOSSAR2017 …, 2017
62017
Pilot comparison of safety formats for reliability assessment of RC structures
M Sykora, J Cervenka, V Cervenka, J Mlcoch, D Novak, L Novak
Proceedings of the fib Symposium, 2019
42019
Advanced reliability and sensitivity analysis of prestressed concrete girders failing in shear
L Novák, L Pan, O Slowik, D Novák
Proc., 12th Int. FIB Ph. D. Symp. in Civil Engineering. Prague, Czech …, 2018
42018
Shear resistance of prestressed girders: Probabilistic design
O Slowik, D Novák, L Novák, A Strauss
14th International Probabilistic Workshop, 365-375, 2017
42017
Active learning-based domain adaptive localized polynomial chaos expansion
L Novák, MD Shields, V Sadílek, M Vořechovský
Mechanical Systems and Signal Processing 204, 110728, 2023
32023
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Artikler 1–20