Published papers

Journal Papers

1. Static and Dynamic Behavior of Novel Y‐Shaped Sandwich Beams Subjected to Compressive Loadings: Integration of Supervised Learning and Experimentation, Ali Khalvandi, Saeed Kamarian, Mahdi Bodaghi, Saeed Saber‐Samandari, JungIl Song, Advanced Engineering Materials. 2025 January; 10.1002/adem.202402157

2. Flexural analysis of 3D-printed sandwich beams with chiral cores using deep neural networks and response surface methodology

Saeed Kamarian, Ali Khalvandi, Ehsan Heidarizadi, Saeed Saber-Samandari, Jung-il Song, Mechanics of Advanced Materials and Structures. 2024 December; 10.1080/15376494.2024.2418975

3. On the flammability and mechanical responses of abaca-reinforced composites: a machine learning-oriented approach, Ali Khalvandi, Saeed Kamarian, Reza Barbaz-Isfahani, Saeed Saber-Samandari, Jung-Il Song, Smart Science. 2024 November; 10.1080/23080477.2024.2427441

4. A supervised learning-assisted multi-scale study for thermal and mechanical behavior of porous Silica, Ali Khalvandi, Saeed Saber-Samandari, Mohammad Mohammadi Aghdam, Heliyon. 2024 April; 10.1016/j.heliyon.2024.e28995

5. Prediction and optimization of 3D-printed sandwich beams with chiral cores, Saeed Kamarian, Ali Khalvandi, Ehsan Heidarizadi, Saeed Saber-Samandari, Jung-il Song, International Journal of Mechanical Sciences. 2024 January; 10.1016/j.ijmecsci.2023.108747

6. Data-driven supervised machine learning to predict the compressive response of porous PVA/Gelatin hydrogels and in-vitro assessments: Employing design of experiments, Ali Khalvandi, Lobat Tayebi, Saeed Kamarian, Saeed Saber-Samandari, Jung-il Song, International Journal of Biological Macromolecules. 2023 December; 10.1016/j.ijbiomac.2023.126906

7. Synergistic effects of egg shell powder and halloysite clay nanotubes on the thermal and mechanical properties of abacá/polypropylene composites, Reza Barbaz-Isfahani, Ali Khalvandi, Thanh Mai Nguyen Tran, Saeed Kamarian, Saeed Saber-Samandari, Jung-il Song,

Industrial Crops and Products. 2023 December; 10.1016/j.indcrop.2023.117498

8. Predicting ESP and HNT effects on the mechanical properties of eco-friendly composites subjected to micro-indentation test

Saeed Kamarian, Ali Khalvandi, Thanh Mai Nguyen Tran, Reza Barbaz-Isfahani, Saeed Saber-Samandari, Jung-Il Song, Advances in nano research. 2023 October; 10.12989/ANR.2023.15.4.315

9. Fabrication, experimental study, and 2-D finite element computational homogenization of bone scaffolds under uniaxial and biaxial compressive loadings, Ali Khalvandi, Mohammad Mohammadi Aghdam, Saeed Saber-Samandari, Proceedings of the Institution of Mechanical Engineers, Part N: Journal of Nanomaterials, Nanoengineering and Nanosystems. 2022 September; 10.1177/23977914221082900

10. Application of artificial neural networks to predict Young's moduli of cartilage scaffolds: An in-vitro and micromechanical study, Ali Khalvandi, Mohammad Mohammadi Aghdam, Saeed Saber-Samandari, Biomaterials Advances. 2022 January; 10.1016/j.bioadv.2022.212768

Conference Papers

1.  Fabrication, characterization, and experimental analysis of a novel Gelatin-based nanocomposite scaffold with bone substitute applications, Ali Khalvandi, Mohammad Mohammadi Aghdam, Saeed Saber-Samandari,  29th Annual International Conference of Iranian Association of Mechanical Engineers and 8th International Conference on Thermal Power Plants Industry, May 2021.

2. Effects of different porosity volume fractions on the mechanical properties and global orthotropic behavior of gelatin closed-cell bio-foams, Ali Khalvandi, Mohammad Mohammadi Aghdam, Saeed Saber-Samandari,  The 7th International Conference on Composites: Characterization, Fabrication and Application, December 2020.

3. Micromechanical Modeling of Gelatin-Based Nano-Composite Bone Scaffolds, Ali Khalvandi, Mohammad Mohammadi Aghdam, Saeed Saber-Samandari, 2020 27th National and 5th International Iranian Conference on Biomedical Engineering (ICBME), December 2020.