Noise-aware physics-informed machine learning for robust PDE discovery.
Pongpisit ThanasutivesTakashi MoritaMasayuki NumaoKen-ichi FukuiPublished in: Mach. Learn. Sci. Technol. (2023)
Keyphrases
- machine learning
- image noise
- noisy environments
- computer science
- artificial intelligence
- machine learning algorithms
- geometric distortions
- feature selection
- random noise
- pattern recognition
- data mining
- noise level
- partial differential equations
- greater robustness
- methods in computer vision
- robust statistical
- imaging artifacts
- partial occlusion
- noise reduction
- machine learning methods
- learning algorithm
- computationally efficient
- level set
- decision trees
- knowledge discovery
- additive noise
- computer vision
- multiscale
- reinforcement learning
- supervised learning
- computational intelligence
- missing data
- gaussian noise
- explanation based learning
- robust estimation
- model selection
- learning systems