RESEARCH LIBRARY / 2018–2026

Publications.

Research across structural mechanics, resilient systems, advanced materials, and data-driven engineering.

RESEARCH FIELD / RELATED PUBLICATIONS

Machine learning for engineering

6 journal publications mapped to this research field.

References use the journal issue or citation year. Earlier online publication dates are shown separately where applicable.

6 of 6 journal publications in this fieldClear filters

2026

Experimental and machine learning analysis of structure–property relationships in GPTMS-crosslinked gelatin scaffolds for bone regeneration

Aria Ghabussi, Nima Azmi, Fereshteh Beheshti, Hamidreza Azimy

Biomaterials Advances

DOI: 10.1016/j.bioadv.2026.215112

Machine learningMaterials & manufacturing

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2026

Experimental and machine learning evaluation of Al₂O₃ nanofluid lubricants for surface roughness reduction and thermal conductivity enhancement in superfinishing

Hamidreza Azimy, Aria Ghabussi, Reza Nosouhi, Mohammad Akbari

The International Journal of Advanced Manufacturing Technology

DOI: 10.1007/s00170-026-17677-7

Machine learningMaterials & manufacturing

Read at publisher

2022Online 2021

Simulation of steel-concrete composite floor system behavior at elevated temperatures via multi-hybrid metaheuristic framework

Armin Morasaei, Aria Ghabussi, Soheila Aghlmand, Maziar Yazdani, Shahrizan Baharom, Hamid Assilzadeh

Engineering with Computers

DOI: 10.1007/s00366-020-01228-z

GPLRC & compositesMachine learning

Read at publisher

2022Online 2021

Assessment of composite beam performance using GWO–ELM metaheuristic algorithm

Runqian Ma, Misagh Karimzadeh, Aria Ghabussi, Yousef Zandi, Shahrizan Baharom, Abdellatif Selmi, Nelson Maureira-Carsalade

Engineering with Computers

DOI: 10.1007/s00366-021-01363-1

GPLRC & compositesMachine learning

Read at publisher

2020

Evaluating the bond strength of FRP in concrete samples using machine learning methods

Juncheng Gao, Mohammadreza Koopialipoor, Danial Jahed Armaghani, Aria Ghabussi, Shahrizan Baharom, Armin Morasaei, Ali Shariati, Majid Khorami, Jian Zhou

Smart Structures and Systems

DOI: 10.12989/sss.2020.26.4.403

GPLRC & compositesMachine learningMaterials & manufacturing

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2020

Swarm-based hybridizations of neural network for predicting the concrete strength

Xinyan Ma, Loke Kok Foong, Armin Morasaei, Aria Ghabussi, Zongjie Lyu

Smart Structures and Systems

DOI: 10.12989/sss.2020.26.2.241

Machine learningMaterials & manufacturing

Read at publisher