Physics-guided Data Augmentation for Learning the Solution Operator of Linear Differential Equations.

Ye Li Yiwen Pang Bin Shan

Published in: CCIS (2022)

Keyphrases

differential equations
data sets
prior knowledge
learning algorithm
training data
artificial neural networks
reinforcement learning
image analysis
data sources
data points
state space
missing data
dynamical systems
boundary value problem