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A discontinuity capturing shallow neural network for elliptic interface problems
Wei Fan Hu,
Te Sheng Lin
*
,
Ming Chih Lai
*
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應用數學系
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引文 斯高帕斯(Scopus)
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Mathematics
Interface Problems
100%
Neural Networks
76%
Elliptic Problems
74%
Discontinuity
72%
Immersed Interface Method
64%
Continuous Function
46%
Piecewise continuous
46%
Meshfree
28%
Jump Conditions
27%
Interface Conditions
25%
Neural Network Model
25%
Demonstrate
24%
Network Model
23%
Training
21%
Neuron
21%
Mean square error
20%
Governing equation
19%
Express
17%
Jump
16%
High-dimensional
16%
Linearly
16%
Grid
16%
Partial differential equation
14%
Boundary conditions
13%
Numerical Examples
12%
Series
12%
Engineering & Materials Science
Neural networks
49%
Partial differential equations
20%
Mean square error
18%
Neurons
18%
Labels
17%
Boundary conditions
15%
Physics & Astronomy
discontinuity
72%
neurons
10%
education
10%
partial differential equations
9%
mesh
9%
grids
8%
boundary conditions
7%