Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?
Leon GerardMichael ScherbelaPhilipp MarquetandPhilipp GrohsPublished in: CoRR (2022)
Keyphrases
- gold standard
- deep learning
- hamilton jacobi
- heat equation
- wave equation
- ground truth
- semi automatic
- eikonal equation
- unsupervised learning
- finite difference
- distance transform
- medial axis
- partial differential equations
- unsupervised feature learning
- machine learning
- level set method
- deep architectures
- mental models
- heat kernel
- weakly supervised
- level set
- higher order
- principal component analysis
- pattern recognition