Artificial Intelligence

Articles (8 in this collection)

1. Using artificial intelligence to accelerate materials development

   Authors

   • Philip Ball

   • Content type: News & Analysis
   • Published: 27 September 2020

   • MRS Bulletin
   • Pages: 335 - 344

2. Application of Machine Learning in Perovskite Solar Cell Crystal Size Distribution Analysis

   Authors

   • Thomas Chen
   • Yuchen Zhou
   • Miriam Rafailovich

   • Content type: Articles
   • Published: 20 September 2019

   • MRS Advances
   • Pages: 793 - 800

3. Artificial intelligence is aiding the search for energy materials

   Authors

   • Prachi Patel
   • Shyue Ping Ong

   • Content type: Energy Sector Analysis
   • Published: 27 September 2020

   • MRS Bulletin
   • Pages: 162 - 163

   

4. Prediction of repeat unit of optimal polymer by Bayesian optimization

   Authors (first, second and last of 7)

   • Takuya Minami
   • Masaaki Kawata
   • Yoshishige Okuno

   • Content type: Articles
   • Published: 24 January 2019

   • MRS Advances
   • Pages: 1125 - 1130

5. Material Image Segmentation with the Machine Learning Method and Complex Network Method

   Authors (first, second and last of 8)

   • Chuanbin Lai
   • Leilei Song
   • Wei Chen

   • Content type: Articles
   • Published: 14 January 2019

   • MRS Advances
   • Pages: 1119 - 1124

6. Data-centric science for materials innovation

   Authors

   • Isao Tanaka
   • Krishna Rajan
   • Christopher Wolverton

   • Content type: OriginalPaper
   • Published: 10 September 2018

   • MRS Bulletin
   • Pages: 659 - 663

   

7. The Materials Genome Initiative and artificial intelligence

   Authors

   • James A. Warren

   • Content type: Technical Feature
   • Published: 11 June 2018

   • MRS Bulletin
   • Pages: 452 - 457

   

8. Number Density Descriptor on Extended-Connectivity Fingerprints Combined with Machine Learning Approaches for Predicting Polymer Properties

   Authors

   • Takuya Minami
   • Yoshishige Okuno

   • Content type: OriginalPaper
   • Published: 21 May 2018

   • MRS Advances
   • Pages: 2975 - 2980