Process-structure-property map for organic solar cells
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https://zenodo.org/record/5061950
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资源简介:
This archive contains:
- 1708 morphologies generated using Cahn-Hilliard equation for two parameters: blend ratio in range (0.5-0.63) and chi/interaction parameter (2.3-4.0). Blend ratio and chi are the processing conditions. Morphologies are given in two formats: plt files (srcdata folder) - raw data from simulations, and txt file (data folder) in the row-wise format for Graspi. For quick visualization morphologies are visualized and stored in folder figs.
The dataset contains:
Five folders:
- srcdata: the source data with all plt files (1708 files) generated by Cahn Hilliard equation solver
- data: the data used by graspi to compute descriptors (these are txt files stored as row-wise array, the volume fraction has been segmented using tools of graspi)
- logs: 1708 log files with the descriptors generated by graspi (native C++ version)
- figs: 1708 png files with visualized morphologies
Two tables (in comma separated values format):
- Combined PSP.csv (combined data on process-structure-property maps), where process information consists of three variables: PHI, CHI, NN (volume fraction, interaction parameter and time step index)
- AllPropertiesCurated.csv - File with results from EDD - see reference below for more details
One shell script: extractDesc.sh to build CombinedPSP.csv table from three sources: filename (contains info about PHI, CHI, NN), descriptors (graspi and logs), and Jsc (from AllPropertiesCurated.csv)
More details on the dataset: Wodo, O., J. Zola, . Pokuri, P. Du, and B. Ganapathysubramanian. "Automated, high throughput exploration of process–structure–property relationships using the mapreduce paradigm." Materials discovery 1 (2015): 21-28.
创建时间:
2021-07-03



