Latest Research in Numerical Topology Frameworks

Top Research Topics in Numerical Topology Frameworks

• Numerical Analysis — 38 papers
• Topology Optimization in Engineering — 24 papers
• Model Reduction and Neural Networks — 20 papers
• Composite Structure Analysis and Optimization — 19 papers
• Fatigue and fracture mechanics — 16 papers
• Machine Learning — 15 papers
• Numerical methods in engineering — 13 papers
• Cellular and Composite Structures — 13 papers
• Computational Engineering, Finance, and Science — 11 papers
• Nonlocal and gradient elasticity in micro/nano structures — 8 papers

Highest-Cited Papers

1. Sub-cell-free weighted least-squares integration methods with and without stabilization terms for higher-order shear deformation analysis of isotropic plates (1 citations)
2. Analysis of the Wrinkle Behavior of Creased Membranes Considering Concentrated Residual Stress
3. Heterogeneous Geometry for Heterogeneous Rock: Cobweb, Beehive Hemisphere, and Compound Eye Topologies as Boring Tool Face Design Principles
4. Extended physics-informed neural networks (Ex-PINNs): a machine-learning method for solving partial differential equations in domain with spatially heterogeneous parameters
5. Thermo-mechanical stress analysis of variable stiffness composite sandwich plates with auxetic honeycomb core using a higher-order zig-zag theory
6. Heterogeneous Geometry for Heterogeneous Rock: Cobweb, Beehive Hemisphere, and Compound Eye Topologies as Boring Tool Face Design Principles
7. Parametric phase-field brittle fracture computations with convolutional Fourier neural operators
8. Requirements for numeric models as sources of synthetic data for predicting real-world data sets in progressive deep drawing processes
9. Energy absorption performance study of bio-inspired hierarchical honeycomb structures with curved cell walls under Quasi-static loading
10. CDM-based constitutive model incorporating strength and stiffness degradation for ULCF prediction of weld metal
11. Crack Propagation in Elastoplastic Thin-Walled Structures Using Global–Local XFEM Formulation
12. Cohesive-frictional interphase failure modeling for multi-material topology optimization
13. To underpredict or to overpredict an LBA or MNA, that is the question (a brief note on the LBA-MNA design method of EN 1993-1-6:2025)
14. An Explicit Constitutive Reconstruction Framework for Mechanical Characterization of Miniaturized 3D‐Printed Specimens
15. The inverse micromechanics problem given the dielectric constants for isotropic composites with spherical inclusions
16. Modeling and parametric analysis of tow-steered composites with manufacturing defects using unstructured meshing technique
17. CGAN-Based Surrogate Model for Predicting Von Mises Stress Distribution in 3D Structures
18. Constrained multi-objective optimization of double-sided composite patch repairs for cracked aluminum plates using automated FEM, weighted-sum PSO and NSGA-II
19. Accelerated topology optimization via a deep quantized projector
20. Heterogeneous Geometry for Heterogeneous Rock: Cobweb, Beehive Hemisphere, and Compound Eye Topologies as Boring Tool Face Design Principles

Sub-Regions

• Composite Structure Analysis and Optimization — 79 papers
• Numerical Analysis — 64 papers
• Model Reduction and Neural Networks — 47 papers
• Graphics — 33 papers
• Topology Optimization in Engineering — 30 papers
• Cellular and Composite Structures — 25 papers