Khader M. Hamdia
Mechanics of Materials · 2015–2019
A researcher in the Science corpus: 5 papers; trusts 6 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Mechanics of Materials — 60 citations into it
- Computational Mechanics — 29 citations into it
- Civil and Structural Engineering — 24 citations into it
- Statistics and Probability — 21 citations into it
- Statistical and Nonlinear Physics — 14 citations into it
Whom Khader M. Hamdia trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Bruno Sudret
- Dongbin Xiu
- Timon Rabczuk
- Anita Hansbo
- Hermann G. Matthies
- Marc Berveiller
- Gregory M. Odegard
- Shuping Huang
- Bohayra Mortazavi
- Pedro Areias
Who trusts Khader M. Hamdia overall
Papers from Khader M. Hamdia's perspective
Ordered by how strongly the researchers Khader M. Hamdia trusts endorse each paper. Same corpus, a different order for every researcher.
- Global sensitivity analysis using polynomial chaos expansions (Reliability Engineering & System Safety)
- A finite element method for the simulation of strong and weak discontinuities in solid mechanics
- Galerkin methods for linear and nonlinear elliptic stochastic partial differential equations
- Numerical experiments in revisited brittle fracture
- Understanding the difficulty of training deep feedforward neural networks
- Deep Learning
- Stochastic finite element: a non intrusive approach by regression
- Collocation-based stochastic finite element analysis for random field problems
- A phase field model for rate-independent crack propagation: Robust algorithmic implementation based on operator splits
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
Their papers
- Stochastic analysis of the fracture toughness of polymeric nanoparticle composites using polynomial chaos expansions (2017) — 389 citations
- An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications (2019) — 1,881 citations
- Sensitivity and uncertainty analysis for flexoelectric nanostructures (2018) — 218 citations
- Hybrid nonlinear surrogate models for fracture behavior of polymeric nanocomposites (2017) — 47 citations
- Predicting the fracture toughness of PNCs: A stochastic approach based on ANN and ANFIS (2015) — 117 citations