Keyphrases
Deep Operator Network
67%
Triply Periodic Minimal Surface
62%
Deep Learning
58%
Topology Optimization
56%
Interpenetrating Phase Composite
52%
Neural Network
47%
Mechanical Properties
43%
Deep Energy Method
37%
Temporal Convolutional Network
37%
Finite Element Method
33%
DeepONet
30%
Three-dimensional (3D)
28%
Volume Fraction
26%
Multiphysics
23%
Neural Network Model
23%
Physics-informed Neural Networks
22%
Finite Element Prediction
22%
Finite Element Neural Network
22%
Cellular Materials
20%
Neovius
20%
Partial Differential Equations
19%
Surface Architecture
19%
Physics-informed
19%
Path Dependence
19%
Structure-property Relationships
19%
Additive Manufacturing
18%
Stiffness
18%
Hyperelasticity
17%
Three-dimensional Solid
17%
Deep Learning Methods
16%
Loss Function
16%
Deep Learning Operators
16%
Thin-walled
16%
Surrogate Neural Network
16%
Training Data
16%
Data-driven Model
15%
Mechanical Response
15%
Energy Absorption
15%
Finite Element Analysis
15%
Multiphysics Topology Optimization
15%
Attention Mechanism
15%
Multi-head Attention
15%
Energy Method
15%
Physics-informed Deep Learning
15%
Thin-walled Structures
15%
Impact Resistance
15%
Physics-based
15%
Thermoelasticity
15%
Frontal Polymerization
15%
Loading History
14%
Engineering
Finite Element Analysis
100%
Deep Learning Method
83%
Network Operator
75%
Triply Periodic Minimal Surface
72%
Boundary Condition
43%
Energy Method
37%
Network Model
32%
Energy Absorption
27%
Physics Informed Neural Network
23%
Recurrent
22%
Partial Differential Equation
19%
Porosity
19%
Transients
18%
Convolutional Neural Network
17%
Material Model
16%
Input Parameter
16%
Loss Function
15%
Objective Function
15%
Plastic Deformation
15%
Additive Manufacturing
15%
Polymerization
15%
Thin Walled Structures
15%
Microscale
15%
Band Gap
15%
Mechanical Response
15%
Learning System
14%
Constitutive Model
13%
Autoencoder
13%
Surrogate Model
13%
Numerical Example
12%
Size Effect
12%
Specific Energy Absorption
12%
Accurate Prediction
12%
Optimised Design
11%
Nanoscale
11%
Material Response
11%
Design Space
10%
Inverse Design
10%
Modulus of Elasticity
10%
Electrical Conductivity
10%
Optimisation Problem
10%
Uncertainty Quantification
9%
Finite Element Simulation
9%
Solid Mechanics
9%
Genetic Algorithm
9%
Dependent Material
8%
Geometric Feature
8%
Deep Neural Network
8%
Cross Section
8%
Metrics
8%
