Khader M. Hamdia

An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications

Esteban Samaniego, Cosmin Anitescu, Somdatta Goswami et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 1.8K citations · Full text

Numerical Analysis, Model Optimization, Engineering +8

Stochastic analysis of the fracture toughness of polymeric nanoparticle composites using polynomial chaos expansions

Khader M. Hamdia, Mohammad Silani, Xiaoying Zhuang et al. · International Journal of Fracture · 2017 · 348 citations

Materials Science, Engineering, Mechanical Behavior +11

An efficient optimization approach for designing machine learning models based on genetic algorithm

Khader M. Hamdia, Xiaoying Zhuang, Timon Rabczuk · Neural Computing and Applications · 2020 · 284 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Sensitivity and uncertainty analysis for flexoelectric nanostructures

Khader M. Hamdia, Hamid Ghasemi, Xiaoying Zhuang et al. · Computer Methods in Applied Mechanics and Engineering · 2018 · 196 citations

Materials Science, Engineering, Flexible Electronics +6

Predicting the fracture toughness of PNCs: A stochastic approach based on ANN and ANFIS

Khader M. Hamdia, Tom Lahmer, T. Nguyen‐Thoi et al. · Computational Materials Science · 2015 · 109 citations

Materials Science, Damage Mechanism, Engineering +11