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Aref Ghaderi
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引用次数
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年份
A Physics-Informed Assembly of Feed-Forward Neural Network Engines to Predict Inelasticity in Cross-Linked Polymers
A Ghaderi, V Morovati, R Dargazany
Polymers 12 (11), 2020
612020
A bayesian surrogate constitutive model to estimate failure probability of elastomers
A Ghaderi, V Morovati, R Dargazany
Mechanics of Materials 162, 104044, 2021
24*2021
A physics-informed multi-agents model to predict thermo-oxidative/hydrolytic aging of elastomers
A Ghaderi, V Morovati, Y Chen, R Dargazany
International Journal of Mechanical Sciences 223, 107236, 2022
232022
Tolerance–reliability analysis of mechanical assemblies for quality control based on Bayesian modeling
S Khodaygan, A Ghaderi
Assembly Automation 39 (5), 769-782, 2019
162019
A Bayesian-reliability based multi-objective optimization for tolerance design of mechanical assemblies
A Ghaderi, H Hassani, S Khodaygan
Reliability Engineering and System Safety, 2021
142021
Reliability analysis of carbon nanotube-based nano-truss under various loading conditions
A Ghaderi, E Ghavanloo, SA Fazelzadeh
Iranian Journal of Science and Technology, Transactions of Mechanical …, 2021
92021
Bayesian reliability-based robust design optimization of mechanical systems under both aleatory and epistemic uncertainties
H Hassani, S Khodaygan, A Ghaderi
Engineering Optimization 55 (4), 543-563, 2023
72023
A Physics-Informed Neural Network Constitutive Model for Cross-Linked Polymers
A Ghaderi, V Morovati, A Bahrololoumi, R Dargazany
ASME 2020 International Mechanical Engineering Congress and Exposition, 2020
62020
A micro-mechanical constitutive model to predict hygrothermal aging of cross-linked polymers
A Bahrololoumi, A Ghaderi, M Shaafaey, R Dargazany
ASME International Mechanical Engineering Congress and Exposition 85680 …, 2021
22021
Uncertainty quantification in predicting behaviour of rubber-like materials in uni-axial loading
A Ghaderi, V Morovati, P Nasiri, R Dargazany
ASME International Mechanical Engineering Congress and Exposition 84607 …, 2020
22020
Data-driven constitutive modeling of the progressive softening in elastomeric gels with interpenetrating networks
V Morovati, A Ghaderi, R Dargazany
ASME International Mechanical Engineering Congress and Exposition 84607 …, 2020
22020
Constitutive behavior and failure prediction of crosslinked polymers exposed to concurrent fatigue and thermal aging: a reduced-order knowledge-driven machine-learned model
A Ghaderi, G Ayoub, R Dargazany
Journal of Materials Science 59 (12), 5066-5084, 2024
12024
A data-driven model to predict constitutive and failure behavior of elastomers considering the strain rate, temperature, and filler ratio
A Ghaderi, R Dargazany
Journal of Applied Mechanics 90 (5), 051010, 2023
12023
A Knowledge-driven Physics-Informed Neural Network model; Pyrolysis and Ablation of Polymers
A Ghaderi, R Akbari, Y Chen, R Dargazany
arXiv preprint arXiv:2209.11749, 2022
12022
A physics-informed machine-learned model to predict thermo-oxidative aging of rubbers
A Ghaderi, R Dargazany
Constitutive Models for Rubber XII, 385-389, 2022
2022
A Physics-Based Data-Driven Approach for Modeling of Environmental Degradation in Elastomers
A Ghaderi, Y Chen, R Dargazany
ASME International Mechanical Engineering Congress and Exposition 86717 …, 2022
2022
Modeling the Burning of Polymer Matrix: Training Collocation Physics-Informed Neural Network
A Ghaderi, R Dargazany
ASME International Mechanical Engineering Congress and Exposition 86717 …, 2022
2022
A Physics-Informed Data-Driven Constitutive Model for Thermal-Induced Aging of Elastomers
A Ghaderi, V Morovati, R Dargazany
Proceedings of the Rubber Division ACS 198th Technical Meeting, 2020
2020
Fatigue Behavior of Polymers
A Ghaderi, SA Bahroloumi, R Akbari, G Ayoub, A Babaei, R Dargazany, ...
Encyclopedia of Polymer Science and Technology, 1-21, 2002
2002
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