State-of-the-art and comparative review of adaptive sampling methods for kriging JN Fuhg, A Fau, U Nackenhorst Archives of Computational Methods in Engineering 28, 2689-2747, 2021 | 231 | 2021 |
Model-data-driven constitutive responses: application to a multiscale computational framework JN Fuhg, C Böhm, N Bouklas, A Fau, P Wriggers, M Marino International Journal of Engineering Science 167, 103522, 2021 | 67 | 2021 |
A LATIN-based model reduction approach for the simulation of cycling damage M Bhattacharyya, A Fau, U Nackenhorst, D Néron, P Ladevèze Computational Mechanics 62, 725-743, 2018 | 33 | 2018 |
Development of fuzzy probability based random fields for the numerical structural design FN Schietzold, A Schmidt, MM Dannert, A Fau, RMN Fleury, W Graf, ... GAMM‐Mitteilungen 42 (1), e201900004, 2019 | 30 | 2019 |
A kinetic two-scale damage model for high-cycle fatigue simulation using multi-temporal Latin framework M Bhattacharyya, A Fau, R Desmorat, S Alameddin, D Néron, P Ladevèze, ... European Journal of Mechanics-A/Solids 77, 103808, 2019 | 29 | 2019 |
A multi-temporal scale model reduction approach for the computation of fatigue damage M Bhattacharyya, A Fau, U Nackenhorst, D Néron, P Ladevèze Computer Methods in Applied Mechanics and Engineering 340, 630-656, 2018 | 27 | 2018 |
A probability‐box approach on uncertain correlation lengths by stochastic finite element method MM Dannert, A Fau, RMN Fleury, M Broggi, U Nackenhorst, M Beer PAMM 18 (1), e201800114, 2018 | 26 | 2018 |
Enhancing phenomenological yield functions with data: challenges and opportunities JN Fuhg, A Fau, N Bouklas, M Marino European Journal of Mechanics-A/Solids 99, 104925, 2023 | 25* | 2023 |
Interval and fuzzy physics-informed neural networks for uncertain fields JN Fuhg, I Kalogeris, A Fau, N Bouklas Probabilistic Engineering Mechanics 68, 103240, 2022 | 21 | 2022 |
Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems AA Basmaji, A Fau, JH Urrea-Quintero, MM Dannert, E Voelsen, ... Probabilistic Engineering Mechanics 70, 103366, 2022 | 19 | 2022 |
Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications MM Dannert, F Bensel, A Fau, RMN Fleury, U Nackenhorst Probabilistic Engineering Mechanics 69, 103299, 2022 | 17 | 2022 |
Imprecise random field analysis for non-linear concrete damage analysis MM Dannert, MGR Faes, RMN Fleury, A Fau, U Nackenhorst, D Moens Mechanical Systems and Signal Processing 150, 107343, 2021 | 17 | 2021 |
PI/PID controller stabilizing sets of uncertain nonlinear systems: an efficient surrogate model-based approach JH Urrea-Quintero, JN Fuhg, M Marino, A Fau Nonlinear Dynamics 105 (1), 277-299, 2021 | 16 | 2021 |
A Model Reduction Technique in Space and Time for Fatigue Simulation M Bhattacharyya, A Fau, U Nackenhorst, D Néron, P Ladevèze Multiscale Modeling of Heterogeneous Structures, 183-203, 2018 | 15 | 2018 |
Toward Optimality of Proper Generalised Decomposition Bases S Alameddin, A Fau, D Néron, P Ladevèze, U Nackenhorst Mathematical and Computational Applications 24 (1), 30, 2019 | 14 | 2019 |
Parameter identification of a phase-field fracture model using integrated digital image correlation V Kosin, A Fau, C Jailin, F Hild, T Wick Computer Methods in Applied Mechanics and Engineering 420, 116689, 2024 | 13 | 2024 |
A hybrid frequency-temporal reduced-order method for nonlinear dynamics A Daby-Seesaram, A Fau, PÉ Charbonnel, D Néron Nonlinear Dynamics 111 (15), 13669-13689, 2023 | 13 | 2023 |
MORe DWR: space-time goal-oriented error control for incremental POD-based ROM for time-averaged goal functionals H Fischer, J Roth, T Wick, L Chamoin, A Fau Journal of Computational Physics 504, 112863, 2024 | 11 | 2024 |
Surrogate model approach for investigating the stability of a friction-induced oscillator of Duffing’s type JN Fuhg, A Fau Nonlinear Dynamics 98 (3), 1709-1729, 2019 | 11 | 2019 |
Large time increment approach for fatigue damage computations S Alameddin, M Bhattacharyya, A Fau, U Nackenhorst, D Néron, ... PAMM 17 (1), 231-232, 2017 | 10 | 2017 |