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 the main claims.
- Crystal informatics
Part 1 - Code and README for crystal informatics by ANN
Part 2 - Data of crystal informatics (cubic system) for ANN
- Data mining of synthesis parameters
Part 3 - Code and README for data mining of synthesis parameters
Part 4 - Data for data mining of synthesis parameters
- Operation of the Robotic Scientist platform
Part 5 - An example of Robotic Execution Excel (REE) file
Part 6 - A brief instruction for operation of the Robotic Scientist platform
Part 7 - Code and by README for ML prediction by SISSO
Part 8 - Data (an example) of ML prediction for SISSO
Part 9 - Code for reading in situ color characterization results
Part 10 - Data (an example) of in situ color characterization results
- Supplementary information
Part 11 - Supplementary information
Files
Part 1 - Code and README for crystal informatics by ANN.zip
Files
(3.7 GB)
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