This repository presents the data, scripts and results conducted for the study Machine Learning and NLP to obtain the landscape of materials applications in sciencific literature. For now, we are still in review process, but ASPS the manuscript will be referenced here.
pip install -r requirements.txt
See files on path /scripts_and_notebooks/. The names indicate the sequence that must be followed to reproduce the experiments.
The authors acknowledge the financial support from the Brazilian agencies FAPESP (2018/22214-6, 2020/14817-2, 2020/06271-0), CNPq (311074/2021-9, 301847/2017-7) and CAPES (Finance Code 001). Filipi N. Silva thanks AFOSR #FA9550-19-1-0391 for the financial support.
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