Noise-aware Physics-informed Machine Learning for Robust PDE Discovery.
Pongpisit ThanasutivesTakeshi MoritaMasayuki NumaoKen-ichi FukuiPublished in: CoRR (2022)
Keyphrases
- machine learning
- image noise
- computer science
- artificial intelligence
- knowledge discovery
- salt pepper
- data mining
- noisy environments
- imaging artifacts
- pattern recognition
- geometric distortions
- learning tasks
- partial differential equations
- image processing
- computer vision
- explanation based learning
- noise level
- noisy data
- random noise
- knowledge acquisition
- greater robustness
- scale spaces
- robust statistical
- learning algorithm
- image structure
- noise removal
- noise reduction
- machine learning algorithms
- computationally efficient
- text mining
- supervised learning
- active learning
- multiscale