PUBLICATIONS:




Theses:

  1. A. Kučerová: Identification of nonlinear mechanical model parameters based on softcomputing methods, Ph.D. thesis, Ecole Normale Supérieure de Cachan, Laboratoire de Mécanique et Technologie, 2007,
    PDF (5.03MB),   prezentation (4.55MB),   BiBTeX entry
  2. A. Kučerová: Optimisation de Forme et Contrôle de Chargement des Structures Elastique soumis de Rotations Finis en utilisant les Algorithmes Génétiques, Master thesis, Ecole Normale Supérieure de Cachan, Laboratoire de Mécanique et Technologie, 2003,
    PDF (1.68MB),   prezentation (510kB),   poster (1.11MB),   BiBTeX entry



WOS Journal papers:

  1. E. Janouchová, A. Kučerová, J. Sýkora, J. Vorel and R. Wan-Wendner: Robust probabilistic calibration of a stochastic lattice discrete particle model for concrete. Engineering Structures , 236: 112000, 2021.
    BiBTeX entry.
  2. J. Havelka, A. Kučerová and J. Sýkora: Dimensionality reduction in thermal tomography. Computers & Mathematics with Applications, 78 (9): 3077-3089, 2019.
    BiBTeX entry.
  3. E. Janouchová, J. Sýkora and A. Kučerová: Polynomial chaos in evaluating failure probability: A comparative study. Applications of Mathematics, 63 (6): 713–737, 2018.
    BiBTeX entry.
  4. D. Jarušková and A. Kučerová: Estimation of thermophysical parameters revisited from the point of view of nonlinear regression with random parameters. International Journal of Heat and Mass Transfer, 106: 135-141, 2017.
    BiBTeX entry.
  5. J. Havelka, A. Kučerová and J. Sýkora : Compression and Reconstruction of Random Microstructures using Accelerated Lineal Path Function. Computational Materials Science, 122: 102-117, 2016.
    BiBTeX entry, e-print: arXiv:1601.04359
  6. T. Mareš, E. Janouchová and A. Kučerová : Artificial neural networks in calibration of nonlinear mechanical models. Advances in Engineering Software, 95: 68-81, 2016.
    BiBTeX entry, e-print: arXiv:1502.01380
  7. A. Kučerová and M. Lepš : Soft computing-based calibration of microplane M4 model parameters: Methodology and validation. Advances in Engineering Software, 72: 226-235, 2014.
    BiBTeX entry, e-print: arXiv:1304.6099
  8. E. Janouchová and A. Kučerová: Competitive Comparison of Optimal Designs of Experiments for Sampling-based Sensitivity Analysis. Computers & Structures, 124: 47-60, 2013.
    BiBTeX entry, e-print: arXiv:1201.0942
  9. J. Novák, A. Kučerová, and J. Zeman: Microstructural enrichment functions based on stochastic Wang tilings. Modelling and Simulation in Materials Science and Engineering, 21 (2): 025014, 2013
    BiBTeX entry, e-print: arXiv:1110.4183
  10. B. Rosić, A. Kučerová, J. Sýkora, O. Pajonk, A. Litvinenko and H. G. Matthies: Parameter Identification in a Probabilistic Setting. Engineering Structures, 50: 179-196, 2013
    BiBTeX entry, e-print: arXiv:1201.4049 or Braunschweig Digital Library
  11. A. Kučerová and J. Sýkora: Uncertainty Updating in the Description of Coupled Heat and Moisture Transport in Heterogeneous Materials. Applied Mathematics and Computation, 219 (13): 7252-7261, 2013
    BiBTeX entry, e-print: arXiv:1102.5239
  12. J. Novák, A. Kučerová, and J. Zeman: Compressing random microstructures via stochastic Wang tilings. Physical Review E, 86 (4): 040104, 2012,
    BiBTeX entry, e-print: arXiv:1206.0933
  13. A. Kučerová, J. Sýkora, B. Rosić, and H. G. Matthies: Acceleration of Uncertainty Updating in the Description of Transport Processes in Heterogeneous Materials. Journal of Computational and Applied Mathematics, 236 (18): 4862-4872, 2012,
    BiBTeX entry, e-print: arXiv:1110.2049
  14. A. Kučerová, D. Brancherie, A. Ibrahimbegovic, J. Zeman and Z. Bittnar: Novel anisotropic continuum-discrete damage model capable of representing localized failure of massive structures. Part II: identification from tests under heterogeneous stress field. Engineering Computations, 26 (1/2): 128-144, 2009,
    BiBTeX entry, e-print: arXiv:0902.1665
  15. A. Ibrahimbegović, C. Knopf-Lenoir, A. Kučerová, and P. Villon: Optimal design and optimal control of structures undergoing finite rotations and elastic deformations. International Journal for Numerical Methods in Engineering, 61 (14): 2428-2460, 2004
    BiBTeX entry, e-print: arXiv:0902.1037,
  16. O. Hrstka and A. Kučerová: Improvements of real coded genetic algorithms based on differential operators preventing the premature convergence. Advances in Engineering Software, 35 (3-4): 237-246, 2004,
    BiBTeX entry, e-print: arXiv:0902.1629,
  17. O. Hrstka, A. Kučerová, M. Lepš and J. Zeman: A competitive comparison of different types of evolutionary algorithms. Computers & Structures, 81 (18-19): 1979-1990, 2003
    BiBTeX entry, e-print: arXiv:0902.1647,



Preprints and submitted papers:

  1. B. Rosić, J. Sýkora, O. Pajonk, A. Kučerová and H. G. Matthies: Comparison of Numerical Approaches to Bayesian Updating. Inverse Problems, (2014), submitted for publication,
    BiBTeX entry, e-print: TU-BS:Informatikbericht_2014_10
  2. J. Sýkora and A. Kučerová : Uncertainty Propagation in Elasto-Plastic Material. Applied Mathematics and Computation, (2014), submitted for publication,
    BiBTeX entry, e-print: arXiv:1402.1485



Non-WOS Journal papers:

  1. A. Kučerová and H. G. Matthies: Uncertainty Updating in the Description of Heterogeneous Materials. Technische Mechanik, 30 (1-3), 211-226, (2010),
    BiBTeX entry, PDF
  2. A. Kučerová, M. Lepš and J. Zeman: Back analysis of microplane model parameters using soft computing methods. CAMES: Computer Assisted Mechanics and Engineering Sciences, 14 (2), 219-242, (2007)
    BiBTeX entry, e-print: arXiv:0902.1690



WOS Proceedings papers:

  1. E. Janouchová, A. Kučerová and J. Sýkora: Efficient Bayesian parameter identification. Engineering Mechanics 2014, Svratka, Czech Republic, Brno University of Technology, (2014).
    BiBTeX entry
  2. A. Kučerová, J. Sýkora and J. Zeman: Stochastic Modelling of Heterogeneous Materials based on Image Analysis. Engineering Mechanics 2014, Svratka, Czech Republic, Brno University of Technology, (2014).
    BiBTeX entry
  3. L. Zrůbek, A. Kučerová and J. Novák: Prediction of Eshelby's Inclusion Problem Solution Using Artificial Neural Network. Engineering Mechanics 2014, Svratka, Czech Republic, Brno University of Technology, (2014).
    BiBTeX entry
  4. J. Vorel, A. Kučerová, V. Smilauer and Z. Bittnar: Virtual testing of concrete. In Proceedings of the 17th International Conference Engineering Mechanics, Svratka, Czech Republic, Academy of Sciences of the Czech Republic, (2011).
    BiBTeX entry
  5. E. Janouchová and A. Kučerová: Comparison of space-filling designs in discrete domains. In Proceedings of the 17th International Conference Engineering Mechanics, Svratka, Czech Republic, Academy of Sciences of the Czech Republic, (2011).
    BiBTeX entry
  6. J. Havelka, J. Sýkora and A. Kučerová: Fast evaluation of lineal path function using graphics processing unit. In Proceedings of the 17th International Conference Engineering Mechanics, Svratka, Czech Republic, Academy of Sciences of the Czech Republic, (2011).
    BiBTeX entry
  7. A. Kucerova, J. Sykora: Bayesian Updation of Uncertainty in the Description of Material Properties using Polynomial Chaos Expansion, Proceedings of the International Conference on Modelling and Simulation 2010 in Prague (MS'10 PRAGUE), Czech Technical University in Prague, 2010,
    BiBTeX entry
  8. A. Kucerova, T. Mares: Artificial neural network as universal approximation of nonlinear relations, Proceedings of the International Conference on Modelling and Simulation 2010 in Prague (MS'10 PRAGUE), Czech Technical University in Prague, 2010,
    BiBTeX entry
  9. A. Kucerova, M. Leps, Z. Vitingerova: Review of methods in nonlinear models' parameters identification, Proceedings of the International Conference on Modelling and Simulation 2010 in Prague (MS'10 PRAGUE), Czech Technical University in Prague, 2010,
    BiBTeX entry
  10. A. Kucerova, T. Mares: Self-adaptive Artificial Neural Network in Numerical Models Calibration, ARTIFICIAL NEURAL NETWORKS-ICANN 2010, PT I, Lecture Notes in Computer Science, SPRINGER-VERLAG BERLIN, 2010,
    BiBTeX entry
  11. A. Ibrahimbegovic, A. Kucerova, D. Brancherie, M. Hautefeuille, J.B. Colliat, N. Friedman and M. Zlatar: Civil Engineering Structures: Multiscale Damage Representation, Identification, Controlled Destruction and Quick Reconstruction, In Damage Assessment and Reconstruction after War or Natural Disaster, Springer Netherlands, 2009,
    BiBTeX entry
  12. A. Kucerová, M. Leps and J. Nemecek: Estimation of microplane model parameters using a parallel genetic algorithm , In Proceedings of The Seventh International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering , Civil-Comp Press, Stirlingshire, UK, 2003,
    BiBTeX entry



Other interesting papers:

  1. A. Kučerová and J. Sýkora: Bayesian Updation of Uncertainty in the Description of Material Properties using Polynomial Chaos Expansion. Proceedings of the International Conference on Modelling and Simulation 2010, Prague, Czech Republic, (2010).
    BiBTeX entry
  2. A. Kučerová: Methodology of field measurements filtering to maximize the correlation with material parameters. Proceedings of the 8th World Congress on Structural and Multidisciplinary Optimization, Lisbon, Portugal, (2009).
    BiBTeX entry




Last modification: 13 Feb 2019