Towards a Robotic Scientist for Synthesis of Nanocrystals
Authors/Creators
- 1. Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences
- 2. Research School of Chemistry, Australian National University
- 3. School of Chemistry and Materials Science, University of Science and Technology of China
- 4. Department of Chemical and Environmental Engineering, The University of Nottingham Ningbo China
- 5. City University of Hong Kong
Description
Computer code, algorithm, and data are available to generate results that are reported in the paper and central to its main claims.
- Crystal informatics
1. Code and by README for crystal informatics by ANN
2. Data of crystal informatics for ANN
- Data mining of synthesis parameters
3. Code for data mining of synthesis parameters
4. Data for data mining of synthesis parameters
- Operation of the Robotic Scientist platform
5. A example of Robotic Execution Excel (REE) file
6. A brief instruction for the operation of the Robotic Scientist platform
7. Code and by README for ML prediction by SISSO
8. Data (a example) of ML prediction for SISSO
9. Code for reading in situ color characterization results
10. Code for operation of mobile color-ultra-sensitive camera
11. Data (a example) of in situ color characterization results