Personal information

Czech Republic

Activities

Employment (1)

České Vysoké Učení Technické v Praze Fakulta Stavební: Praha, CZ

2005-03-07 to present | Odborný asistent (Katedra mechaniky)
Employment
Source: Self-asserted source
Anna Kucerova

Education and qualifications (2)

École Normale Supérieure de Cachan: Cachan, FR

2004-09-01 to 2007-11-27 | Ph.D. (Departément Génie Civil)
Education
Source: Self-asserted source
Anna Kucerova

České Vysoké Učení Technické v Praze Fakulta Stavební: Praha, CZ

2004-09-01 to 2007-11-27 | Ph.D. (Katedra mechaniky)
Education
Source: Self-asserted source
Anna Kucerova

Funding (2)

Identification of Aleatory Uncertainty in Parameters of Heterogenous Materials

2016-01 to 2018-12 | Grant
Czech Science Foundation (Prague, Prague, CZ)
GRANT_NUMBER:

16-11473Y

Source: Self-asserted source
Anna Kucerova

Reliability Analysis and Life Prediction with Probabilistic Methods (RALP)

2014-01 to 2016-06 | Grant
European Space Agency (Mnichov, DE)
GRANT_NUMBER:

SPACE.SM.CT.004996

Source: Self-asserted source
Anna Kucerova

Works (50 of 51)

Items per page:
Page 1 of 2

Artificial neural networks in the calibration of nonlinear mechanical models

Advances in Engineering Software
2016-05 | Journal article
Contributors: Tomáš Mareš; Eliška Janouchová; Anna Kučerová
Source: check_circle
Crossref

EFFICIENT BAYESIAN PARAMETER IDENTIFICATION

Engineering Mechanics 2014
2014 | Book chapter
WOSUID:

WOS:000364573900059

Contributors: Janouchova, E.; Kucerova, A.; Syskora, J.
Source: Self-asserted source
Anna Kucerova via ResearcherID

PREDICTION OF ESHELBY'S INCLUSION PROBLEM SOLUTION USING ARTIFICIAL NEURAL NETWORK

Engineering Mechanics 2014
2014 | Book chapter
WOSUID:

WOS:000364573900181

Contributors: Zrubek, L.; Kucerova, A.; Novak, J.
Source: Self-asserted source
Anna Kucerova via ResearcherID

Soft computing-based calibration of microplane M4 model parameters: Methodology and validation Dedicated to Zdeněk Bittnar in occasion of his 70th birthday.

2014 | Journal article
DOI:

10.1016/j.advengsoft.2014.01.013

EID:

2-s2.0-84898798667

Contributors: Kučerová, A.; Lepš, M.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

STOCHASTIC MODELLING OF HETEROGENEOUS MATERIALS BASED ON IMAGE ANALYSIS

Engineering Mechanics 2014
2014 | Book chapter
WOSUID:

WOS:000364573900080

Contributors: Kucerova, A.; Sykora, J.; Zeman, J.
Source: Self-asserted source
Anna Kucerova via ResearcherID

Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis

2013 | Journal article
DOI:

10.1016/j.compstruc.2013.04.009

EID:

2-s2.0-84885172659

Contributors: Janouchová, E.; Kučerová, A.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Microstructural enrichment functions based on stochastic Wang tilings

2013 | Journal article
DOI:

10.1088/0965-0393/21/2/025014

EID:

2-s2.0-84874332675

Contributors: Novák, J.; Kučerová, A.; Zeman, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Parameter identification in a probabilistic setting

2013 | Journal article
DOI:

10.1016/j.engstruct.2012.12.029

EID:

2-s2.0-84875090700

Contributors: Rosić, B.V.; Kučerová, A.; Sýkora, J.; Pajonk, O.; Litvinenko, A.; Matthies, H.G.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Uncertainty updating in the description of coupled heat and moisture transport in heterogeneous materials

2013 | Journal article
DOI:

10.1016/j.amc.2011.02.078

EID:

2-s2.0-84875957954

Contributors: Kučerová, A.; Sýkora, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

A method for maximin constrained design of experiments

2012 | Journal article
EID:

2-s2.0-84893822582

Contributors: Myšáková, E.; Lepš, M.; Kučerová, A.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Acceleration of uncertainty updating in the description of transport processes in heterogeneous materials

2012 | Journal article
DOI:

10.1016/j.cam.2012.02.003

EID:

2-s2.0-84863980870

Contributors: Kučerová, A.; Skora, J.; Rosić, B.; Matthies, H.G.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Application of artificial neural networks in identification of affinity hydration model parameters

2012 | Journal article
EID:

2-s2.0-84893858060

Contributors: Mareš, T.; Janouchová, E.; Kučerová, A.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Artificial neural networks in calibration of nonlinear models

2012 | Conference paper
EID:

2-s2.0-84874530500

Contributors: Mareš, T.; Janouchová, E.; Kucerová, A.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Bayesian updating of uncertanties in the description of heat and moisture transport in heterogenous materials

2012 | Conference paper
EID:

2-s2.0-84864869333

Contributors: Rosić, B.; Matthies, H.G.; Litvinenko, A.; Pajonk, O.; Kučerová, A.; Sýkora, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Compressing random microstructures via stochastic Wang tilings

2012 | Journal article
DOI:

10.1103/PhysRevE.86.040104

EID:

2-s2.0-84867775170

Contributors: Novák, J.; Kučerová, A.; Zeman, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

COMPARISON OF SPACE-FILLING DESIGNS IN DISCRETE DOMAINS

Engineering Mechanics 2011
2011 | Book
WOSUID:

WOS:000313492700053

Contributors: Janouchova, E.; Kucerova, A.
Source: Self-asserted source
Anna Kucerova via ResearcherID

COMPARISON OF SPACE-FILLING DESIGNS IN DISCRETE DOMAINS

Engineering Mechanics 2011
2011 | Book
Contributors: Janouchova, E.; Kucerova, A.
Source: Self-asserted source
Anna Kucerova via ResearcherID

Design of experiments suitable for sampling-based sensitivity analysis

2011 | Journal article
EID:

2-s2.0-84894200848

Contributors: Kucerová, A.; Janouchová, E.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

FAST EVALUATION OF LINEAL PATH FUNCTION USING GRAPHICS PROCESSING UNIT

Engineering Mechanics 2011
2011 | Book
WOSUID:

WOS:000313492700038

Contributors: Havelka, J.; Sykora, J.; Kucerova, A.
Source: Self-asserted source
Anna Kucerova via ResearcherID

FAST EVALUATION OF LINEAL PATH FUNCTION USING GRAPHICS PROCESSING UNIT

Engineering Mechanics 2011
2011 | Book
Contributors: Havelka, J.; Sykora, J.; Kucerova, A.
Source: Self-asserted source
Anna Kucerova via ResearcherID

VIRTUAL TESTING OF CONCRETE

Engineering Mechanics 2011
2011 | Book
WOSUID:

WOS:000313492700160

Contributors: Vorel, J.; Kucerova, A.; Smilauer, V.; Bittnar, Z.
Source: Self-asserted source
Anna Kucerova via ResearcherID

VIRTUAL TESTING OF CONCRETE

Engineering Mechanics 2011
2011 | Book
Contributors: Vorel, J.; Kucerova, A.; Smilauer, V.; Bittnar, Z.
Source: Self-asserted source
Anna Kucerova via ResearcherID

ARTIFICIAL NEURAL NETWORK AS UNIVERSAL APPROXIMATION OF NONLINEAR RELATIONS

Proceedings of the International Conference on Modelling and Simulation 2010 in Prague
2010 | Book
Contributors: Kucerova, A.; Mares, T.
Source: Self-asserted source
Anna Kucerova via ResearcherID

ARTIFICIAL NEURAL NETWORK AS UNIVERSAL APPROXIMATION OF NONLINEAR RELATIONS

Proceedings of the International Conference on Modelling and Simulation 2010 in Prague
2010 | Book
WOSUID:

WOS:000324148500056

Contributors: Kucerova, A.; Mares, T.
Source: Self-asserted source
Anna Kucerova via ResearcherID

BAYESIAN UPDATING OF UNCERTAINTY IN DESCRIPTION OF MATERIAL PROPERTIES USING POLYNOMIAL CHAOS EXPANSION

Proceedings of the International Conference on Modelling and Simulation 2010 in Prague
2010 | Book
WOSUID:

WOS:000324148500057

Contributors: Kucerova, A.; Sykora, J.
Source: Self-asserted source
Anna Kucerova via ResearcherID

BAYESIAN UPDATING OF UNCERTAINTY IN DESCRIPTION OF MATERIAL PROPERTIES USING POLYNOMIAL CHAOS EXPANSION

Proceedings of the International Conference on Modelling and Simulation 2010 in Prague
2010 | Book
Contributors: Kucerova, A.; Sykora, J.
Source: Self-asserted source
Anna Kucerova via ResearcherID

REVIEW OF METHODS IN NONLINEAR MODELS' PARAMETERS IDENTIFICATION

Proceedings of the International Conference on Modelling and Simulation 2010 in Prague
2010 | Book
Contributors: Kucerova, A.; Leps, M.; Vitingerova, Z.
Source: Self-asserted source
Anna Kucerova via ResearcherID

REVIEW OF METHODS IN NONLINEAR MODELS' PARAMETERS IDENTIFICATION

Proceedings of the International Conference on Modelling and Simulation 2010 in Prague
2010 | Book
WOSUID:

WOS:000324148500055

Contributors: Kucerova, A.; Leps, M.; Vitingerova, Z.
Source: Self-asserted source
Anna Kucerova via ResearcherID

Self-adaptive artificial neural network in numerical models calibration

2010 | Book
DOI:

10.1007/978-3-642-15819-3_45

EID:

2-s2.0-78049377874

Contributors: Kučerová, A.; Mareš, T.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Self-adaptive Artificial Neural Network in Numerical Models Calibration

Artificial Neural Networks-Icann 2010, Pt I
2010 | Book chapter
WOSUID:

WOS:000287889800045

Contributors: Kucerova, Anna; Mares, Tomas
Source: Self-asserted source
Anna Kucerova via ResearcherID

Self-adaptive Artificial Neural Network in Numerical Models Calibration

Artificial Neural Networks-Icann 2010, Pt I
2010 | Book chapter
Contributors: Kucerova, Anna; Mares, Tomas
Source: Self-asserted source
Anna Kucerova via ResearcherID

CIVIL ENGINEERING STRUCTURES: MULTISCALE DAMAGE REPRESENTATION, IDENTIFICATION, CONTROLLED DESTRUCTION AND QUICK RECONSTRUCTION

DAMAGE ASSESSMENT AND RECONSTRUCTION AFTER WAR OR NATURAL DISASTER
2009 | Book
Contributors: IBRAHIMBEGOVIC, A; KUCEROVA, A; BRANCHERIE, D; HAUTEFEUILLE, M; COLLIAT, JB; FRIEDMAN, N; ZLATAR, M
Source: Self-asserted source
Anna Kucerova via ResearcherID

CIVIL ENGINEERING STRUCTURES: MULTISCALE DAMAGE REPRESENTATION, IDENTIFICATION, CONTROLLED DESTRUCTION AND QUICK RECONSTRUCTION

DAMAGE ASSESSMENT AND RECONSTRUCTION AFTER WAR OR NATURAL DISASTER
2009 | Book
WOSUID:

WOS:000270348500001

Contributors: IBRAHIMBEGOVIC, A; KUCEROVA, A; BRANCHERIE, D; HAUTEFEUILLE, M; COLLIAT, JB; FRIEDMAN, N; ZLATAR, M
Source: Self-asserted source
Anna Kucerova via ResearcherID

Novel anisotropic continuum-discrete damage model capable of representing localized failure of massive structures: Part II: Identification from tests under heterogeneous stress field

2009 | Journal article
DOI:

10.1108/02644400910924834

EID:

2-s2.0-66749105717

Contributors: Kucerova, A.; Brancherie, D.; Ibrahimbegovic, A.; Zeman, J.; Bittnar, Z.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Evolutionary optimization of multimodal functions using radial basis function networks

2008 | Conference paper
EID:

2-s2.0-78049494814

Contributors: Lepš, M.; Kučerová, A.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Improvements of real-coded genetic algorithms for solving multi-modal problems

2008 | Conference paper
EID:

2-s2.0-78049507159

Contributors: Kučerová, A.; Lepš, M.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Real-coded genetic algorithms enhanced using a niching strategy for solving multi-modal problems

2008 | Conference paper
EID:

2-s2.0-84858420036

Contributors: Kučerová, A.; Lepš, M.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Back analysis of microplane model parameters using soft computing methods

2007 | Journal article
EID:

2-s2.0-34748845259

Contributors: Kučerová, A.; Lepš, M.; Zeman, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

FE computational algorithmes for nonlinear inelastic behavior of heterogeneous materials

2007 | Conference paper
EID:

2-s2.0-84857092408

Contributors: Ibrahimbegovic, A.; Brancherie, D.; Colliat, J.-B.; Kucerova, A.; Melnyk, S.; Markovic, D.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Different ways of identifying microplane model parameters using soft computing methods

2006 | Journal article
EID:

2-s2.0-84893954624

Contributors: Kučerová, A.; Lepš, M.; Zeman, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Material parameter identification for damage models with cracks

2006 | Journal article
EID:

2-s2.0-84893931568

Contributors: Kučerová, A.; Brancherie, D.; Ibrahimbegovič, A.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Black-box function optimization using radial basis function networks

2005 | Journal article
EID:

2-s2.0-84893906195

Contributors: Kučerová, A.; Lepš, M.; Skoček, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Improvements of real coded genetic algorithms based on differential operators preventing premature convergence

2004 | Journal article
DOI:

10.1016/S0965-9978(03)00113-3

EID:

2-s2.0-2442513004

Contributors: Hrstka, O.; Kučerová, A.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Material parameters identification for microplane model by genetic algorithm

2004 | Conference paper
EID:

2-s2.0-84893479008

Contributors: Kučerová, A.; Leps, M.; Bittnar, Z.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Optimal design and optimal control of structures undergoing finite rotations and elastic deformations

2004 | Journal article
DOI:

10.1002/nme.1150

EID:

2-s2.0-10644273514

Contributors: Ibrahimbegovic, A.; Knopf-Lenoir, C.; Kučerová, A.; Villon, P.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

A competitive comparison of different types of evolutionary algorithms

2003 | Journal article
DOI:

10.1016/S0045-7949(03)00217-7

EID:

2-s2.0-0037775822

Contributors: Hrstka, O.; Kučerová, A.; Lepš, M.; Zeman, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
grade
Preferred source (of 2)‎

Estimation of microplane model parameters using a parallel genetic algorithm

2003 | Journal article
EID:

2-s2.0-84893840197

Contributors: Kučerová, A.; Lepš, M.; Němeček, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier

Estimation of microplane model parameters using a parallel genetic algorithm

Proceedings of The Seventh International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering
2003 | Book
WOSUID:

WOS:000248839900034

Contributors: KUCEROVA, A; LEPS, M; NEMECEK, J; TOPPING, BHV
Source: Self-asserted source
Anna Kucerova via ResearcherID

Estimation of microplane model parameters using a parallel genetic algorithm

Proceedings of The Seventh International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering
2003 | Book
Contributors: KUCEROVA, A; LEPS, M; NEMECEK, J; TOPPING, BHV
Source: Self-asserted source
Anna Kucerova via ResearcherID

Optimizing synaptic weights of neural networks

2002 | Conference paper
EID:

2-s2.0-0036922475

Contributors: Drchal, J.; Kučerová, A.; Němeček, J.
Source: Self-asserted source
Anna Kucerova via Scopus - Elsevier
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Peer review (1 review for 1 publication/grant)

Review activity for Experimental mechanics. (1)