GitHub - nathancdrucker/SANS_ML: In this project, we aim to train a neural network to identify topological magnetic phases from small angle neutron scattering (SANS) data. Since there is not that much SANS data available to us at this time, we will simulate magnetic phases using the micromagnetic simulator UBERMAG (https://ubermag.readthedocs.io/en/latest/index.html).

nathancdrucker / SANS_ML Public

Notifications You must be signed in to change notification settings
Fork 2
Star 2

In this project, we aim to train a neural network to identify topological magnetic phases from small angle neutron scattering (SANS) data. Since there is not that much SANS data available to us at this time, we will simulate magnetic phases using the micromagnetic simulator UBERMAG (https://ubermag.readthedocs.io/en/latest/index.html).

2 stars 2 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
2020-09-04-group-meeting-nathan.pptx		2020-09-04-group-meeting-nathan.pptx
Fields 08_27_20.ipynb		Fields 08_27_20.ipynb
Fields to Cross 9_1_2020.ipynb		Fields to Cross 9_1_2020.ipynb
GenFieldScript.py		GenFieldScript.py
Generating SANS from M field.ipynb		Generating SANS from M field.ipynb
README.md		README.md
UbermagSANS.py		UbermagSANS.py
gpu_Mfield_job.sh		gpu_Mfield_job.sh
gpu_test_job.sh		gpu_test_job.sh
learn 9_1_2020.ipynb		learn 9_1_2020.ipynb
run_simulation_tutorial.md		run_simulation_tutorial.md