Accelerated Discovery of Novel Inorganic Materials with Desired Properties Using Active Learning
Author:
Affiliation:
1. Autonomous Material Development Lab, Samsung Advanced Institute of Technology, 130 Samsung-ro, Suwon, Gyeonggi-do 16678, Republic of Korea
Publisher
American Chemical Society (ACS)
Subject
Surfaces, Coatings and Films,Physical and Theoretical Chemistry,General Energy,Electronic, Optical and Magnetic Materials
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jpcc.0c00545
Reference23 articles.
1. Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds
2. Computational Screening for Design of Optimal Coating Materials to Suppress Gas Evolution in Li-Ion Battery Cathodes
3. Stability and electronic properties of new inorganic perovskites from high-throughput ab initio calculations
4. A general-purpose machine learning framework for predicting properties of inorganic materials
5. Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties
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