Simulations of Neutron Scattering and Magnetization Data for the NIPS3 lattice with varying exchanges
- Dahlbom, David | Oak Ridge National Laboratory
- Pajerowski, Daniel | Oak Ridge National Laboratory
- Granroth, Garrett E | Oak Ridge National Laboratory
Overview
Description
This dataset contains simulations generated by Sunny.jl of the magnetic excitations on the NiPS3 lattice. The exchange parameters are varied over the system so these simulations can be used for AI model training.
Funding Resources
DOE Contract Number
AC05-00OR22725Originating Research Organization
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)Other Contributing Organizations
This work was supported by the U.S. Department of Energy, Office of Science, Basic Energy Sciences, under the BES AI Pathfinder project MAIQMag: Multimodal AI for 2D Quantum Magnets.Sponsoring Organization
Office of Science (SC)Related Resources
- Cites (DOI): https://doi.org/10.1103/PhysRevB.108.104402
Details
DOI
10.13139/ORNLNCCS/3025741Release Date
April 9, 2026Dataset
Dataset Type
AS Animations/SimulationsSoftware
HDF5 readerAcknowledgements
This work was carried out [in part] at Oak Ridge National Laboratory, managed by UT-Battelle, LLC for the U.S. Department of Energy under contract DE-AC05-00OR22725.
Category
- 71 CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS,
- 75 CONDENSED MATTER PHYSICS, SUPERCONDUCTIVITY AND SUPERFLUIDITY,
- 36 MATERIALS SCIENCE
Keywords
- Magnetism,
- spin waves,
- Inelastic Neutron Scattering,
- simulation