| 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 | 1409 | 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, 215-227, 2017 | 382 | 2017 |
| 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 | 263 | 2021 |
| 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 | 209 | 2018 |
| 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 | 117 | 2015 |
| 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 | 104 | 2015 |
| 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 | 77 | 2019 |
| 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 | 65 | 2016 |
| 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 | 51 | 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 | 45 | 2017 |
| 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 | 39 | 2022 |
| 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 | 36 | 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, 79-87, 2019 | 35 | 2019 |
| 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 | 27 | 2021 |
| 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 | 26 | 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 | 25 | 2018 |
| 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 | 22 | 2019 |
| 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 | 18 | 2023 |
| Quantifying the uncertainties in modeling soft composites via a multiscale approach KM Hamdia, H Ghasemi International Journal of Solids and Structures 256, 111959, 2022 | 16 | 2022 |
| 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 | 15 | 2022 |
Timon RabczukBauhaus University WeimarVerified email at uni-weimar.de