Detail

Perovskite oxide work function

rjacobs3_wisc/perovskite_workfunction_predictor_gbr
Copy
Scikit-learn estimator
GradientBoostingRegressor
materials science

Input

string of perovskite composition to predict, e.g. "SrTiO3"
Type: string

Output

Predicted AO-surface work function (in eV) using gradient boosting regression model
Type: float

Run with DLHub SDK

from dlhub_sdk.client import DLHubClient
X = get_my_data() #replace this
dl = DLHubClient()
dl.run('rjacobs3_wisc/perovskite_workfunction_predictor_gbr', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('rjacobs3_wisc/perovskite_workfunction_predictor_gbr')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation