David Lehký

15 papers C 2Misc 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Structural damage identification of existing bridges using machine learning-aided nested sequential optimization.
Neural Comput. Appl.
Bohumil Splíchal, David Lehký, Katarína Lamperová
2022 J jnl
A utilization of the inverse response surface method for the reliability-based design of structures.
Neural Comput. Appl.
David Lehký, Martina Somodíková, Martin Lipowczan
2022 — conf
Sensitivity Analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial Chaos Expansion.
LOD (1)
Lukás Novák, David Lehký, Drahomír Novák
2022 — conf
Surrogate Modeling for Stochastic Assessment of Engineering Structures.
LOD (2)
David Lehký, Lukás Novák, Drahomír Novák
2020 — conf
Combinatorial Reliability-Based Optimization of Nonlinear Finite Element Model Using an Artificial Neural Network-Based Approximation.
LOD (1)
Ondrej Slowik, David Lehký, Drahomír Novák
2018 J jnl
Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches.
Adv. Eng. Softw.
David Lehký, Ondrej Slowik, Drahomír Novák
2017 J jnl
Neural network ensemble-based parameter sensitivity analysis in civil engineering systems.
Neural Comput. Appl.
Maosen Cao, Lixia Pan, Y. F. Gao, Drahomír Novák, Z. C. Ding, David Lehký, X. L. Li
2017 J jnl
Reliability calculation of time-consuming problems using a small-sample artificial neural network-based response surface method.
Neural Comput. Appl.
David Lehký, Martina Somodíková
2015 C conf
Reliability Analysis of Post-Tensioned Bridge Using Artificial Neural Network-Based Surrogate Model.
EANN
David Lehký, Martina Somodíková
2014 J jnl
FraMePID-3PB software for material parameter identification using fracture tests and inverse analysis.
Adv. Eng. Softw.
David Lehký, Zbynek Kersner, Drahomír Novák
2014 Misc conf
Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches.
AIAI
David Lehký, Ondrej Slowik, Drahomír Novák
2013 J jnl
Fracture properties of cement and alkali activated fly ash based concrete with application to segmental tunnel lining.
Adv. Eng. Softw.
Michal Sejnoha, Miroslav Broucek, Eva Novotná, Zbynek Kersner, David Lehký, P. Frantík
2009 C conf
Neural Network Based Damage Detection of Dynamically Loaded Structures.
EANN
David Lehký, Drahomír Novák
2009 — conf
Virtual reliability control of precast prestressed concrete elements using parameters identification and statistical simulation.
CCA/ISIC
Drahomír Novák, Zbynek Kersner, Jiri Dolezel, David Lehký
2006 J jnl
ANN inverse analysis based on stochastic small-sample training set simulation.
Eng. Appl. Artif. Intell.
Drahomír Novák, David Lehký