David Lehký

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 8

Top Topics

Optimization Approaches

Engineering Systems

Reliability Analysis

Nonlinear Finite Element

Top Venues

Neural Comput. Appl.

Adv. Eng. Softw.

Publications

David Lehký, Lukás Novák, Drahomír Novák
Surrogate Modeling for Stochastic Assessment of Engineering Structures. LOD (2) (2022)
Lukás Novák, David Lehký, Drahomír Novák
Sensitivity Analysis of Engineering Structures Utilizing Artificial Neural Networks and Polynomial Chaos Expansion. LOD (1) (2022)
David Lehký, Martina Somodíková, Martin Lipowczan
A utilization of the inverse response surface method for the reliability-based design of structures. Neural Comput. Appl. 34 (15) (2022)
Ondrej Slowik, David Lehký, Drahomír Novák
Combinatorial Reliability-Based Optimization of Nonlinear Finite Element Model Using an Artificial Neural Network-Based Approximation. LOD (1) (2020)
David Lehký, Ondrej Slowik, Drahomír Novák
Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches. Adv. Eng. Softw. 117 (2018)
David Lehký, Martina Somodíková
Reliability calculation of time-consuming problems using a small-sample artificial neural network-based response surface method. Neural Comput. Appl. 28 (6) (2017)
M. S. Cao, L. X. Pan, Y. F. Gao, Drahomír Novák, Z. C. Ding, David Lehký, X. L. Li
Neural network ensemble-based parameter sensitivity analysis in civil engineering systems. Neural Comput. Appl. 28 (7) (2017)
David Lehký, Martina Somodíková
Reliability Analysis of Post-Tensioned Bridge Using Artificial Neural Network-Based Surrogate Model. EANN (2015)
David Lehký, Zbynek Kersner, Drahomír Novák
FraMePID-3PB software for material parameter identification using fracture tests and inverse analysis. Adv. Eng. Softw. 72 (2014)
David Lehký, Ondrej Slowik, Drahomír Novák
Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches. AIAI (2014)
Michal Sejnoha, Miroslav Broucek, Eva Novotná, Zbynek Kersner, David Lehký, P. Frantík
Fracture properties of cement and alkali activated fly ash based concrete with application to segmental tunnel lining. Adv. Eng. Softw. 62 (2013)
David Lehký, Drahomír Novák
Neural Network Based Damage Detection of Dynamically Loaded Structures. EANN (2009)
Drahomír Novák, Zbynek Kersner, Jiri Dolezel, David Lehký
Virtual reliability control of precast prestressed concrete elements using parameters identification and statistical simulation. CCA/ISIC (2009)
Drahomír Novák, David Lehký
ANN inverse analysis based on stochastic small-sample training set simulation. Eng. Appl. Artif. Intell. 19 (7) (2006)