Polynomial chaos expansion for surrogate modelling: Theory and software L Novak, D Novak Beton‐und Stahlbetonbau 113, 27-32, 2018 | 39 | 2018 |
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 | 38 | 2021 |
Estimation of coefficient of variation for structural analysis: The correlation interval approach L Novák, D Novák Structural Safety 92, 102101, 2021 | 26 | 2021 |
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 | 26 | 2021 |
On distribution-based global sensitivity analysis by polynomial chaos expansion L Novák Computers & Structures 267, 106808, 2022 | 20 | 2022 |
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 | 19 | 2021 |
On taylor series expansion for statistical moments of functions of correlated random variables L Novák, D Novák Symmetry 12 (8), 1379, 2020 | 15 | 2020 |
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 | 13 | 2018 |
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 | 13 | 2015 |
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 | 11 | 2019 |
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 | 9 | 2023 |
Uqpy v4. 1: Uncertainty quantification with python D Tsapetis, MD Shields, DG Giovanis, A Olivier, L Novak, P Chakroborty, ... SoftwareX 24, 101561, 2023 | 7 | 2023 |
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 | 7 | 2018 |
Physics-informed polynomial chaos expansions L Novák, H Sharma, MD Shields Journal of Computational Physics 506, 112926, 2024 | 6 | 2024 |
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 | 6 | 2019 |
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 | 6 | 2017 |
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 | 4 | 2019 |
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 | 4 | 2018 |
Shear resistance of prestressed girders: Probabilistic design O Slowik, D Novák, L Novák, A Strauss 14th International Probabilistic Workshop, 365-375, 2017 | 4 | 2017 |
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 | 3 | 2023 |