Keyphrases
Vector Solution
100%
Deep Operator Network
100%
DeepONet
100%
Training Model
40%
Scalar Model
40%
Inverse Parameter Identification
40%
Order of Magnitude
20%
Three-order
20%
Highly Accurate
20%
Branched Network
20%
Network Structure
20%
Path Dependence
20%
Multiple Time Steps
20%
High Efficiency
20%
R2 Value
20%
Genetic Algorithm
20%
Training Data
20%
Multiple Components
20%
Transient Fluid Flow
20%
Physics Problem
20%
Combined Information
20%
Learning Model
20%
Direct numerical Simulation
20%
Generalization Error
20%
Superior Accuracy
20%
Training Time
20%
Combination Mechanism
20%
Numerical Inverse
20%
Solution Operator
20%
Sequential Learning
20%
L2 Error
20%
Evolution History
20%
Time-varying Inputs
20%
Fast Training
20%
Trunk Network
20%
Engineering
Transients
100%
Network Operator
100%
Fluid Flow
25%
Data Point
25%
Genetic Algorithm
25%
Direct Numerical Simulation
25%
Physics
Transients
100%
Physics
50%
Genetic Algorithm
50%
Fluid Flow
50%
Direct Numerical Simulation
50%
Earth and Planetary Sciences
Parameter Identification
100%
Fluid Flow
50%
Genetic Algorithm
50%
Chemical Engineering
Fluid Flow
100%
Multiple Time Steps
100%