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Khader Hamdia
Khader Hamdia
Adresă de e-mail confirmată pe ikm.uni-hannover.de
Titlu
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Anul
An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications
E Samaniego, C Anitescu, S Goswami, VM Nguyen-Thanh, H Guo, ...
Computer Methods in Applied Mechanics and Engineering 362, 112790, 2020
13292020
Stochastic analysis of the fracture toughness of polymeric nanoparticle composites using polynomial chaos expansions
KM Hamdia, M Silani, X Zhuang, P He, T Rabczuk
International Journal of Fracture 206, 215-227, 2017
3812017
An efficient optimization approach for designing machine learning models based on genetic algorithm
KM Hamdia, X Zhuang, T Rabczuk
Neural Computing and Applications 33 (6), 1923-1933, 2021
2452021
Sensitivity and uncertainty analysis for flexoelectric nanostructures
KM Hamdia, H Ghasemi, X Zhuang, N Alajlan, T Rabczuk
Computer Methods in Applied Mechanics and Engineering 337, 95-109, 2018
2082018
Predicting the fracture toughness of PNCs: A stochastic approach based on ANN and ANFIS
KM Hamdia, T Lahmer, T Nguyen-Thoi, T Rabczuk
Computational Materials Science 102, 304-313, 2015
1162015
Uncertainty quantification of the fracture properties of polymeric nanocomposites based on phase field modeling
KM Hamdia, MA Msekh, M Silani, N Vu-Bac, X Zhuang, T Nguyen-Thoi, ...
Composite Structures 133, 1177-1190, 2015
1042015
A novel deep learning based method for the computational material design of flexoelectric nanostructures with topology optimization
KM Hamdia, H Ghasemi, Y Bazi, H AlHichri, N Alajlan, T Rabczuk
Finite Elements in Analysis and Design 165, 21-30, 2019
772019
Fracture toughness of polymeric particle nanocomposites: evaluation of models performance using Bayesian method
KM Hamdia, X Zhuang, P He, T Rabczuk
Composites Science and Technology 126, 122-129, 2016
642016
Structural damage assessment criteria for reinforced concrete buildings by using a Fuzzy Analytic Hierarchy process
KM Hamdia, M Arafa, M Alqedra
Underground Space 3 (3), 243-249, 2018
502018
Hybrid nonlinear surrogate models for fracture behavior of polymeric nanocomposites
MF Badawy, MA Msekh, KM Hamdia, MK Steiner, T Lahmer, T Rabczuk
Probabilistic Engineering Mechanics 50, 64-75, 2017
452017
Multilevel Monte Carlo method for topology optimization of flexoelectric composites with uncertain material properties
KM Hamdia, H Ghasemi, X Zhuang, T Rabczuk
Engineering Analysis with Boundary Elements 134, 412-418, 2022
372022
Computational machine learning representation for the flexoelectricity effect in truncated pyramid structures
KM Hamdia, H Ghasemi, X Zhuang, N Alajlan, T Rabczuk
Computers, Materials & Continua 59 (2019), Nr. 1, 79-87, 2019
352019
Assessment of computational fracture models using Bayesian method
KM Hamdia, MA Msekh, M Silani, TQ Thai, PR Budarapu, T Rabczuk
Engineering Fracture Mechanics 205, 387-398, 2019
352019
Optimum design of flexural strength and stiffness for reinforced concrete beams using machine learning
NA Nariman, K Hamdia, AM Ramadan, H Sadaghian
Applied Sciences 11 (18), 8762, 2021
262021
Sensitivity analysis for the mechanics of tendons and ligaments: Investigation on the effects of collagen structural properties via a multiscale modeling approach
KM Hamdia, M Marino, X Zhuang, P Wriggers, T Rabczuk
International journal for numerical methods in biomedical engineering 35 (8 …, 2019
262019
Micromechanical model for polymeric nano-composites material based on SBFEM
YK Bek, KM Hamdia, T Rabczuk, C Könke
Composite Structures 194, 516-526, 2018
252018
Key parameters for fracture toughness of particle/polymer nanocomposites; sensitivity analysis via XFEM modeling approach
KM Hamdia, T Rabczuk
Proceedings of the 7th International Conference on Fracture Fatigue and Wear …, 2019
222019
Modeling cyclic crack propagation in concrete using the scaled boundary finite element method coupled with the cumulative damage-plasticity constitutive law
O Alrayes, C Könke, ET Ooi, KM Hamdia
Materials 16 (2), 863, 2023
182023
Quantifying the uncertainties in modeling soft composites via a multiscale approach
KM Hamdia, H Ghasemi
International Journal of Solids and Structures 256, 111959, 2022
162022
Effects of functional group type and coverage on the interfacial strength and load transfer of graphene-polyethylene nanocomposites: A molecular dynamics simulation
MR Karimi, K Abrinia, KM Hamdia, SM Hashemianzadeh, M Baniassadi
Applied Physics A 128 (4), 341, 2022
142022
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