Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?
Leon GerardMichael ScherbelaPhilipp MarquetandPhilipp GrohsPublished in: NeurIPS (2022)
Keyphrases
- gold standard
- deep learning
- hamilton jacobi
- heat equation
- wave equation
- semi automatic
- ground truth
- distance transform
- finite difference
- medial axis
- unsupervised learning
- unsupervised feature learning
- eikonal equation
- level set method
- partial differential equations
- machine learning
- mechanical turk
- mental models
- weakly supervised
- natural images
- level set
- medical images
- supervised learning
- viewpoint
- reinforcement learning
- deep architectures
- image segmentation