Publications

My publications can also be found on my Google Scholar page.

Context

As a result of the fact that my work frequently crosses numerous fields, I publish in a number of places with various standards and customs. I have added a variety of educational symbols in addition to the citation information for each article, which will, if available, contain links to a pdf version. The location where the work was published is indicated by an icon to the left of a publication’s citation information. Other information is shown by icons underneath a publication’s citation information.

Iconography
Icon Publication venue
Journal publication
Conference publication
Workshop publication
Book section/chapter
Preprint
Icon Other information
Link to download pdf version of publication
Link to BibTex citation
Link to an associated GitHub repository
Link to an associated poster or slide deck

Peer-reviewed papers

  • Aref Ghaderi, and Roozbeh Dargazany. A data-driven model to predict constitutive and failure behaviour of elastomers considering the strain rate, temperature, and filler ratio (2023). https://doi.org/10.1115/1.4056705

  • Aref Ghaderi, Ramin Akbari, Yang Chen, and Roozbeh Dargazany. A Knowledge-driven Physics-Informed Neural Network model; Pyrolysis and Ablation of Polymers (2022). https://doi.org/10.48550/arXiv.2209.11749

  • Aref Ghaderi, vahid Morovati, and Roozbeh Dargazany. A Bayesian surrogate constitutive model to estimate failure probability of elastomers (2021). https://doi.org/10.1016/j.mechmat.2021.104044

  • Aref Ghaderi, Vahid Morovati, Yang Chen, and Roozbeh Dargazany. A physics-informed multi-agents model to predict thermo-oxidative/hydrolytic aging of elastomers (2022). https://doi.org/10.1016/j.ijmecsci.2022.107236

  • Aref Ghaderi, Hossein Hassani, and Saeed Khodaygan. A Bayesian-reliability based multi-objective optimization for tolerance design of mechanical assemblies (2021). https://doi.org/10.1016/j.ress.2021.107748

  • Aref Ghaderi, Vahid Morovati, and Roozbeh Dargazany. A Physics-Informed Assembly of Feed-Forward Neural Network Engines to Predict Inelasticity in Cross-Linked Polymers (2020). https://doi.org/10.3390/polym12112628

  • Hossein Hassani, Saeed Khodaygan, and Aref Ghaderi. Bayesian reliability-based robust design optimization of mechanical systems under both aleatory and epistemic uncertainties (2021). https://doi.org/10.1080/0305215X.2021.2014828

  • Saeed Khodaygan, and Aref Ghaderi. Tolerance–reliability analysis of mechanical assemblies for quality control based on Bayesian modeling (2019). https://doi/10.1108/AA-06-2018-081

  • Aref Ghaderi, Esmael Ghavanloo, and S.A. Fazelzadeh. Reliability analysis of carbon nanotube-based nano-truss under various loading conditions (2020). https://doi.org/10.1007/s40997-019-00340-w

  • Aref Ghaderi, and Roozbeh Dargazany. Modeling the burning of polymer matrix, training collocation physics-informed neural network (2022).

  • Aref Ghaderi, Yang Chen, and Roozbeh Dargazany. A physics-based data-driven approach for modeling of environmental degradation in elastomers (2022).

  • Amir Bahrololoumi, Aref Ghaderi, Mamoon Shaafaey, and Roozbeh Dargazany. A Micro-Mechanical Constitutive Model to Predict Hygrothermal Aging of Cross-Linked Polymers (2021).

  • Aref Ghaderi, Vahid Morovati, Amir Bahrololoumi, and Roozbeh Dargazany. A Physics-Informed Neural Network Constitutive Model for Cross-Linked Polymers (2020).

  • Aref Ghaderi, Vahid Morovati, Pouyan Nasiri, and Roozbeh Dargazany. Uncertainty Quantification in Predicting Behaviour of Rubber-Like Materials in Uni-Axial Loading (2020).

  • Vahid Morovati, Aref Ghaderi, and Roozbeh Dargazany. Data-Driven Constitutive Modeling of the Progressive Softening in Elastomeric Gels With Interpenetrating Networks (2020).