diff --git a/face-of-crystals/insightful_class_deep_learning_nature_comm2018.demoinfo.yaml b/face-of-crystals/insightful_class_deep_learning_nature_comm2018.demoinfo.yaml index a4f683be7269a91060ea28f43ab9fb766b00fc5e..cdf77332d2eb473a0e554a2280ae112700415ee1 100644 --- a/face-of-crystals/insightful_class_deep_learning_nature_comm2018.demoinfo.yaml +++ b/face-of-crystals/insightful_class_deep_learning_nature_comm2018.demoinfo.yaml @@ -3,9 +3,9 @@ "type": "demos", "attributes": { "title": "Insightful classification of crystal structures using deep learning", -"logicalPath": "https://analytics-toolkit.nomad-coe.eu/beaker/cM/start/home/beaker/tutorials/insightful_class_deep_learning_nature_comm2018.bkr?image=analytics-toolkit.nomad-coe.eu:5509/ziletti/face-of-crystals-2017:v2.0.3-squashed", +"logicalPath": "/beaker/cM/start/home/beaker/tutorials/insightful_class_deep_learning_nature_comm2018.bkr?image=analytics-toolkit.nomad-coe.eu:5509/ziletti/face-of-crystals-2017:v2.0.3-squashed", "authors": ["Ziletti, Angelo", "Kumar, Devinder", "Scheffler, Matthias", "Ghiringhelli, Luca"], -"editLink": "https://analytics-toolkit.nomad-coe.eu/beaker/cM/start/home/beaker/tutorials/insightful_class_deep_learning_nature_comm2018.bkr?image=analytics-toolkit.nomad-coe.eu:5509/ziletti/face-of-crystals-2017:v2.0.3-squashed", +"editLink": "/beaker/cM/start/home/beaker/tutorials/insightful_class_deep_learning_nature_comm2018.bkr?image=analytics-toolkit.nomad-coe.eu:5509/ziletti/face-of-crystals-2017:v2.0.3-squashed", "isPublic": true, "username": "tutorialsNew", "description": "In this notebook, we use a machine learning-based approach to automatically classify structures by crystal symmetry; first, we represent crystals by a diffraction image, then use a neural network for classification. The notebook allows to reproduce the main results of: A. Ziletti, D. Kumar, M. Scheffler and L. M. Ghiringhelli, Nature Communications 9, 2775 (2018)",