Stefanos Papanikolaou

1. Neural Network Interatomic Potentials For Open Surface Nano-mechanics Applications
   2023/12/18 by Amirhossein D. Naghdi, Naghdi, Amirhossein D., Franco Pellegrini +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, Kaszuba, Grzegorz, Amirhossein Naghdi Dorabati +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, Kaszuba, Grzegorz, Amirhossein D. Naghdi +9 · 1 citation
   Materials Science · #Machine Learning in Materials Science
4. Computational Study of Water Adsorption and Dissociative Mechanisms Impacting g-C3N4's Optical and Electronic Properties
   2026/07/29 by Amil Aligayev, Ulkar Jabbarli, F. Javier Domınguez-Gutierrez +4
   Physics and Astronomy · #cond-mat.mtrl-sci