All Stories

  1. Physics-informed neural networks for nonlocal beam eigenvalue problems

    Article • Thin-Walled Structures, January 2026, Elsevier

    Marko Canadija

  2. MACHINE LEARNING OF STRUCTURE – PROPERTY RELATIONSHIPS: AN APPLICATION TO HEAT GENERATION DURING PLASTIC DEFORMATION

    Article • Facta Universitatis Series Mechanical Engineering, December 2025, University of Nis

    Marko Canadija

  3. On the wave propagation in non-local thermo elasticity with time delay

    Article • International Journal of Structural Stability and Dynamics, October 2025, World Scientific Pub Co Pte Lt

    Marko Canadija

  4. Recovering Mullins damage hyperelastic behaviour with physics augmented neural networks

    Article • Journal of the Mechanics and Physics of Solids, December 2024, Elsevier

    Marko Canadija

  5. Data-driven methods for computational mechanics: A fair comparison between neural networks based and model-free approaches

    Article • Computer Methods in Applied Mechanics and Engineering, November 2024, Elsevier

    Marko Canadija

  6. Carbon nanotubes as a basis of metamaterials and nanostructures: Crafting via design optimization

    Article • Mechanics of Materials, October 2024, Elsevier

    Marko Canadija

  7. A computational framework for nanotrusses: Input convex neural networks approach

    Article • European Journal of Mechanics - A/Solids, January 2024, Elsevier

    Marko Canadija

  8. Deep Learning of Temperature – Dependent Stress – Strain Hardening Curves

    Article • Comptes Rendus Mécanique, May 2023, Cellule MathDoc/CEDRAM

    Marko Canadija

  9. Incompressible rubber thermoelasticity: a neural network approach

    Article • Computational Mechanics, February 2023, Springer Science + Business Media

    Marko Canadija

  10. Preface

    Article • January 2023, Elsevier

    Marko Canadija

  11. Thermomechanics of Solids and Structures

    Article • January 2023, Elsevier

    Marko Canadija

  12. On the mechanics of nanobeams on nano-foundations

    Article • International Journal of Engineering Science, October 2022, Elsevier

    Marko Canadija

  13. Free Vibrations of Bernoulli-Euler Nanobeams with Point Mass Interacting with Heavy Fluid Using Nonlocal Elasticity

    Article • Nanomaterials, August 2022, MDPI AG

    Marko Canadija

  14. Predicting stress–strain behavior of carbon nanotubes using neural networks

    Article • Neural Computing and Applications, June 2022, Springer Science + Business Media

    Marko Canadija

  15. Casting Defects Detection in Aluminum Alloys Using Deep Learning: a Classification Approach

    Article • International Journal of Metalcasting, March 2022, Springer Science + Business Media

    Marko Canadija

  16. Deep learning framework for carbon nanotubes: Mechanical properties and modeling strategies

    Article • Carbon, October 2021, Elsevier

    Marko Canadija

  17. Reducing computational time for FEM postprocessing through the use of feedforward neural networks

    Article • July 2021, Universitat Politecnica de Valencia

    Marko Canadija

  18. Casting Microstructure Inspection Using Computer Vision: Dendrite Spacing in Aluminum Alloys

    Article • Metals, May 2021, MDPI AG

    Marko Canadija

  19. Dynamic behavior of nanobeams under axial loads: Integral elasticity modeling and size‐dependent eigenfrequencies assessment

    Article • Mathematical Methods in the Applied Sciences, February 2021, Wiley

    Marko Canadija

  20. Stress-driven two-phase integral elasticity for Timoshenko curved beams

    Article • Proceedings of the Institution of Mechanical Engineers Part N Journal of Nanomaterials Nanoengineering and Nanosystems, February 2021, SAGE Publications

    Marko Canadija

  21. On thermomechanics of multilayered beams

    Article • International Journal of Engineering Science, October 2020, Elsevier

    Marko Canadija

  22. Nonlocal Mechanical Behavior of Layered Nanobeams

    Article • Symmetry, May 2020, MDPI AG

    Marko Canadija

  23. Nonlocal integral thermoelasticity: A thermodynamic framework for functionally graded beams

    Article • Composite Structures, October 2019, Elsevier

    Marko Canadija

  24. NEMS Resonators for Detection of Chemical Warfare Agents Based on Graphene Sheet

    Article • Mathematical Problems in Engineering, June 2019, Hindawi Publishing Corporation

    Marko Canadija, Nikola Anđelić

  25. Modified Nonlocal Strain Gradient Elasticity for Nano-Rods and Application to Carbon Nanotubes

    Article • Applied Sciences, February 2019, MDPI AG

    Marko Canadija

  26. THERMODYNAMICALLY CONSISTENT HOMOGENIZATION IN FINITE STRAIN THERMOPLASTICITY

    Article • International Journal for Multiscale Computational Engineering, January 2019, Begell House

    Marko Canadija

  27. Exact solutions of inflected functionally graded nano-beams in integral elasticity

    Article • Composites Part B Engineering, June 2018, Elsevier

    Marko Canadija

  28. Imperfections in carbon nanotubes structure and their impact on the basic mechanical properties

    Article • IOP Conference Series Materials Science and Engineering, June 2018, Institute of Physics Publishing

    Marko Canadija

  29. Stress-driven modeling of nonlocal thermoelastic behavior of nanobeams

    Article • International Journal of Engineering Science, May 2018, Elsevier

    Marko Canadija

  30. Influence of imperfections on double walled carbon nanotube mechanical properties

    Article • Materials Today Proceedings, January 2018, Elsevier

    Marko Canadija

  31. A Multiscale Framework for Thermoplasticity

    Article • December 2017, Springer Science + Business Media

    Marko Canadija

  32. A manual calculation method for the check of the fire resistance of concrete columns subjected to a standard fire

    Article • September 2017, Taylor & Francis

    Marko Canadija

  33. Application of gradient elasticity to armchair carbon nanotubes: Size effects and constitutive parameters assessment

    Article • European Journal of Mechanics - A/Solids, September 2017, Elsevier

    Marko Canadija

  34. Thermo-Mechanical Multiscale Modeling in Plasticity of Metals Using Small Strain Theory

    Article • Journal of Mechanics, May 2017, Cambridge University Press

    Marko Canadija

  35. Analysis of the Mechanical Behavior, Creep Resistance and Uniaxial Fatigue Strength of Martensitic Steel X46Cr13

    Article • Materials, April 2017, MDPI AG

    Marko Canadija

  36. Uniaxial Properties versus Temperature, Creep and Impact Energy of an Austenitic Steel

    Article • High Temperature Materials and Processes, January 2017, De Gruyter

    Marko Canadija

  37. A closed-form model for torsion of nanobeams with an enhanced nonlocal formulation

    Article • Composites Part B Engineering, January 2017, Elsevier

    Marko Canadija

  38. A variational formulation for thermomechanically coupled low cycle fatigue at finite strains

    Article • International Journal of Solids and Structures, December 2016, Elsevier

    Marko Canadija

  39. Short-time creep, fatigue and mechanical properties of 42CrMo4 - Low alloy structural steel

    Article • Steel and Composite Structures, November 2016, Techno-Press

    Marko Canadija

  40. Elastic properties of nanocomposite materials: influence of carbon nanotube imperfections and interface bonding

    Article • Meccanica, August 2016, Springer Science + Business Media

    Marko Canadija

  41. On the influence of thermal stresses on eigenvalues of a circular saw blade

    Article • Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science, August 2016, SAGE Publications

    Marko Canadija

  42. Mechanical Properties, Short Time Creep, and Fatigue of an Austenitic Steel

    Article • Materials, April 2016, MDPI AG

    Marko Canadija

  43. A gradient elasticity model of Bernoulli–Euler nanobeams in non-isothermal environments

    Article • European Journal of Mechanics - A/Solids, January 2016, Elsevier

    Marko Canadija

  44. On functionally graded Timoshenko nonisothermal nanobeams

    Article • Composite Structures, January 2016, Elsevier

    Marko Canadija

  45. On the thermomechanical coupling in dissipative materials: A variational approach for generalized standard materials

    Article • Journal of the Mechanics and Physics of Solids, September 2015, Elsevier

    Marko Canadija

  46. A higher-order Eringen model for Bernoulli–Euler nanobeams

    Article • Archive of Applied Mechanics, July 2015, Springer Science + Business Media

    Marko Canadija

  47. A gradient model for torsion of nanobeams

    Article • Comptes Rendus Mécanique, April 2015, Elsevier

    Marko Canadija

  48. Deformation behaviour and material properties of austenitic heat-resistant steel X15CrNiSi25-20 subjected to high temperatures and creep

    Article • Materials & Design (1980-2015), March 2015, Elsevier

    Marko Canadija

  49. Study of the Effects of High Temperatures on the Engineering Properties of Steel 42CrMo4

    Article • High Temperature Materials and Processes, January 2015, De Gruyter

    Marko Canadija

  50. Influence of Waviness and Vacancy Defects on Carbon Nanotubes Properties

    Article • Procedia Engineering, January 2015, Elsevier

    Marko Canadija

  51. Mechanical testing of the behavior of steel 1.7147 at different temperatures

    Article • Steel and Composite Structures, November 2014, Techno-Press

    Marko Canadija

  52. Information relevant for the design of structure: Ferritic – Heat resistant high chromium steel X10CrAlSi25

    Article • Materials & Design (1980-2015), November 2014, Elsevier

    Marko Canadija

  53. Low cycle fatigue and mechanical properties of magnesium alloy Mg–6Zn–1Y–0.6Ce–0.6Zr at different temperatures

    Article • Materials & Design (1980-2015), July 2014, Elsevier

    Marko Canadija

  54. Comparison of material properties: Steel 20MnCr5 and similar steels

    Article • Journal of Constructional Steel Research, April 2014, Elsevier

    Marko Canadija

  55. Experimental determination and prediction of the mechanical properties of steel 1.7225

    Article • Materials Science and Engineering A, April 2014, Elsevier

    Marko Canadija

  56. Significance of experimental data in the design of structures made from 1.4057 steel

    Article • Journal of Wuhan University of Technology-Mater Sci Ed, February 2014, Springer Science + Business Media

    Marko Canadija

  57. Multiscale Modeling of Nanocomposite Structures with Defects

    Article • Key Engineering Materials, September 2013, Trans Tech Publications

    Marko Canadija

  58. Comparison of Material Properties and Creep Behavior of 20MnCr5 and S275JR Steels

    Article • Materials Science Forum, July 2013, Trans Tech Publications

    Marko Canadija

  59. Testing and analysis of X39CrMo17-1 steel properties

    Article • Construction and Building Materials, July 2013, Elsevier

    Marko Canadija

  60. Analysis of experimental data on the behavior of steel S275JR – Reliability of modern design

    Article • Materials & Design (1980-2015), May 2013, Elsevier

    Marko Canadija

  61. Estimation of material properties of nanocomposite structures

    Article • Meccanica, April 2013, Springer Science + Business Media

    Marko Canadija

  62. Responses of Austenitic Stainless Steel American Iron and Steel Institute (AISI) 303 (1.4305) Subjected to Different Environmental Conditions

    Article • Journal of Testing and Evaluation, January 2012, ASTM International

    Marko Canadija

  63. AISI 316Ti (1.4571) steel—Mechanical, creep and fracture properties versus temperature

    Article • Journal of Constructional Steel Research, December 2011, Elsevier

    Marko Canadija

  64. On the thermomechanical coupling in finite strain plasticity theory with non-linear kinematic hardening by means of incremental energy minimization

    Article • International Journal of Solids and Structures, April 2011, Elsevier

    Marko Canadija

  65. Martensitic stainless steel AISI 420—mechanical properties, creep and fracture toughness

    Article • Mechanics of Time-Dependent Materials, February 2011, Springer Science + Business Media

    Marko Canadija

  66. Loading and Responses of Austenitic Stainless Steels at Elevated Temperatures

    Article • High Temperature Materials and Processes, January 2011, De Gruyter

    Marko Canadija

  67. Effect of Elevated Temperatures on Behavior of Structural Steel 50CrMo4

    Article • High Temperature Materials and Processes, January 2011, De Gruyter

    Marko Canadija

  68. Behavior of HSLA A709 steel under different environmental conditions

    Article • Journal of Wuhan University of Technology-Mater Sci Ed, December 2010, Springer Science + Business Media

    Marko Canadija

  69. A dissipation model for cyclic non-associative thermoplasticity at finite strains

    Article • Mechanics Research Communications, September 2010, Elsevier

    Marko Canadija

  70. Structural Steel ASTM A709—Behavior at Uniaxial Tests Conducted at Lowered and Elevated Temperatures, Short-Time Creep Response, and Fracture Toughness Calculation

    Article • Journal of Engineering Mechanics, September 2010, American Society of Civil Engineers (ASCE)

    Marko Canadija

  71. Behaviour of S 355JO steel subjected to uniaxial stress at lowered and elevated temperatures and creep

    Article • Bulletin of Materials Science, August 2010, Springer Science + Business Media

    Marko Canadija

  72. Experimental determination of mechanical properties and short-time creep of AISI 304 stainless steel at elevated temperatures

    Article • International Journal of Minerals Metallurgy and Materials, February 2010, Springer Science + Business Media

    Marko Canadija

  73. 50CrMo4 Steel-Determination of Mechanical Properties at Lowered and Elevated Temperatures, Creep Behavior, and Fracture Toughness Calculation

    Article • Journal of Engineering Materials and Technology, January 2010, ASME International

    Marko Canadija

  74. Shear stress analysis in engineering beams using deplanation field of special 2-D finite elements

    Article • Meccanica, July 2009, Springer Science + Business Media

    Marko Canadija

  75. Tool Material Behavior at Elevated Temperatures

    Article • Materials and Manufacturing Processes, May 2009, Taylor & Francis

    Marko Canadija

  76. FE modelling of multi-walled carbon nanotubes; pp. 77–86

    Article • Estonian Journal of Engineering, May 2009, Estonian Academy Publishers

    Marko Canadija

  77. Creep behavior of high-strength low-alloy steel at elevated temperatures

    Article • Materials Science and Engineering A, January 2009, Elsevier

    Marko Canadija

  78. Nonlinear kinematic hardening in coupled thermoplasticity

    Article • Materials Science and Engineering A, January 2009, Elsevier

    Marko Canadija

  79. Finite-element modelling and shear stress analysis of engineering structural elements

    Article • Proceedings of the Institution of Mechanical Engineers Part G Journal of Aerospace Engineering, June 2008, SAGE Publications

    Marko Canadija

  80. Coupled Thermoplasticity with Temperature Dependent Properties

    Article • Journal of the Mechanical Behavior of Materials, December 2004, De Gruyter

    Marko Canadija

  81. Associative coupled thermoplasticity at finite strain with temperature-dependent material parameters

    Article • International Journal of Plasticity, October 2004, Elsevier

    Marko Canadija

  82. Finite Elastoplasticity in Plane Strain Cold Rolling Problem

    Article • January 2002, Springer Science + Business Media

    Marko Canadija

  83. Comparison of Measured and Computed Contact Pressure Distribution in Cold Sheet Rolling Process

    Article • January 1999, Springer Science + Business Media

    Marko Canadija