Access to the Li-ionic conductivity prediction REST API is had through POST or PUT requests to https://lmds.liverpool.ac.uk/ionics_ml/API with JSON fitting the following schema:

Argument Type Description
compositions String or list of strings The composition(s) with which to make predictions


Assuming correct formatting results will be provided as a list of lists. With each list corresponding to a single prediction, and the contents of that list in the following format:

Index Type Description
0 String The composition with which the prediction was made.
1 Integer (1 or 0) 1 if the composition was predicted to have conductivity of more than 10-4 S cm-1, 0 otherwise
2 Float the predicted conductivity in log10(Scm-1)

Example Usage

curl -X PUT "https://lmds.liverpool.ac.uk/ionics_ml/API" -H "Content-Type: application/json" -d '{"compositions": "LiPO3"}'

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