Deep reinforcement learning for predicting kinetic pathways to surface reconstruction in a ternary alloy.
Junwoong YoonZhonglin CaoRajesh K. RajuYuyang WangRobert BurnleyAndrew J. GellmanAmir Barati FarimaniZachary W. UlissiPublished in: Mach. Learn. Sci. Technol. (2021)
Keyphrases
- surface reconstruction
- reinforcement learning
- range data
- point cloud
- surface normals
- range images
- multi view
- photometric stereo
- surface model
- single view
- surface fitting
- gradient field
- dynamic programming
- space carving
- reconstruction method
- machine learning
- shape from texture
- outlier removal
- smooth surfaces
- learning algorithm
- triangular mesh
- high resolution
- learning process