Papanikolaou, Stefanos

1. Neural Network Interatomic Potentials For Open Surface Nano-mechanics Applications
   2023/12/18 by Amirhossein D. Naghdi, Franco Pellegrini, Naghdi, Amirhossein D. +11 · 3 citations
   Engineering · Materials Science · #Advanced Materials Characterization Techniques #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Metal and Thin Film Mechanics
2. Compositional Search of Stable Crystalline Structures in Multi-Component Alloys Using Generative Diffusion Models
   2023/12/26 by Grzegorz Kaszuba, Amirhossein Naghdi Dorabati, Kaszuba, Grzegorz +7 · 1 citation
   Engineering · Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Microstructure and Mechanical Properties of Steels #X-ray Diffraction in Crystallography
3. In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs
   2024/06/03 by Grzegorz Kaszuba, Amirhossein D. Naghdi, Kaszuba, Grzegorz +9 · 1 citation
   Materials Science · #Machine Learning in Materials Science