Published January 22, 2022 | Version v8
Dataset Restricted

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, README and figure drawing (an example) of ML prediction by SISSO

Part 8 - Code for reading in situ color characterization results

Part 9 -  Data (an example) of in situ color characterization results

- Supplementary information

Part 10 - Supplementary information

Files

Restricted

The record is publicly accessible, but files are restricted. <a href="https://zenodo.org/account/settings/login?next=https://zenodo.org/records/5894834">Log in</a> to check if you have access.