Khader Hamdia
Khader Hamdia
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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
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 (2), 215-227, 2017
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
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
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
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
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
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
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
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
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
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, 2019
Micromechanical model for polymeric nano-composites material based on SBFEM
YK Bek, KM Hamdia, T Rabczuk, C Könke
Composite Structures 194, 516-526, 2018
Key parameters for fracture toughness of particle/polymer nanocomposites; sensitivity analysis via xfem modeling approach
KM Hamdia, T Rabczuk
Fracture, Fatigue and Wear, 41-51, 2018
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
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
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
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), 1-17, 2022
Quantifying the uncertainties in modeling soft composites via a multiscale approach
KM Hamdia, H Ghasemi
International Journal of Solids and Structures 256, 111959, 2022
Structural damage assessment criteria for reinforced concrete buildings by using a Fuzzy Analytic Hierarchy Process (vol 3, pg 243, 2018)
KM Hamdia
UNDERGROUND SPACE 6 (2), 229-229, 2021
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