Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Papers: 10.1039/d0sc01101k

https://doi.org/10.1039/d0sc01101k

Autonomous intelligent agents for accelerated materials discovery

Cited by: 46
Author(s): Joseph H. Montoya, Kirsten T. Winther, Raul A. Flores, Thomas Bligaard, Jens Strabo Hummelshøj, Muratahan Aykol
Published: almost 5 years ago

Software Mentions 8

cran: tensorflow
R Interface to 'TensorFlow'
Papers that mentioned: 71
pypi: gpflow
Gaussian process methods in TensorFlow
Papers that mentioned: 1
pypi: matminer
matminer is a library that contains tools for data mining in Materials Science
Papers that mentioned: 4
pypi: protosearch
Software for enumerating crystal structure prototypes to by used for active learning exploration with DFT and machine learning.
Papers that mentioned: 1
pypi: pymatgen
Python Materials Genomics is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project (https://materialsproject.org).
Papers that mentioned: 47
pypi: qmpy
Suite of computational materials science tools
Papers that mentioned: 4
pypi: scikit-learn
A set of python modules for machine learning and data mining
Papers that mentioned: 2,431
pypi: tensorflow
TensorFlow is an open source machine learning framework for everyone.
Papers that mentioned: 71