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Study Type: simulation/modelling Keyword Term: Machine Learning Subject: Physics

1 to 2 of 2 Results

Supplementary material: Machine learning based classification of vector field configurations Sep 29, 2023 Pathak, Swapneel Amit; Holt, Sam; Lang, Martin; Fangohr, Hans, 2023, "Supplementary material: Machine learning based classification of vector field configurations", https://doi.org/10.17617/3.KG33A1, Edmond, V1 The data set contains the supplementary material to support the paper: Machine learning based classification of vector field configurations. The dataset contains simulation files, scripts for data generation and a notebook which shows the steps undertaken to perform the study. Th...
DECAF — A Fuzzy Classification Framework to Identify Equivalent Atoms in Complex Materials and Molecules Jun 27, 2023 Lai, King Chun; Matera, Sebastian; Scheurer, Christoph; Reuter, Karsten, 2023, "DECAF — A Fuzzy Classification Framework to Identify Equivalent Atoms in Complex Materials and Molecules", https://doi.org/10.17617/3.U7VKBM, Edmond, V1 This data set contains implementation code and examples for the methodology described in the research article with the title "A Fuzzy Classification Framework to Identify Equivalent Atoms in Complex Materials and Molecules". The article is accepted by The Journal of Chemical Phys...

Supplementary material: Machine learning based classification of vector field configurations

Sep 29, 2023

Pathak, Swapneel Amit; Holt, Sam; Lang, Martin; Fangohr, Hans, 2023, "Supplementary material: Machine learning based classification of vector field configurations", https://doi.org/10.17617/3.KG33A1, Edmond, V1

The data set contains the supplementary material to support the paper: Machine learning based classification of vector field configurations. The dataset contains simulation files, scripts for data generation and a notebook which shows the steps undertaken to perform the study. Th...

DECAF — A Fuzzy Classification Framework to Identify Equivalent Atoms in Complex Materials and Molecules

Jun 27, 2023

Lai, King Chun; Matera, Sebastian; Scheurer, Christoph; Reuter, Karsten, 2023, "DECAF — A Fuzzy Classification Framework to Identify Equivalent Atoms in Complex Materials and Molecules", https://doi.org/10.17617/3.U7VKBM, Edmond, V1

This data set contains implementation code and examples for the methodology described in the research article with the title "A Fuzzy Classification Framework to Identify Equivalent Atoms in Complex Materials and Molecules". The article is accepted by The Journal of Chemical Phys...

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