3.1. Examples of CBED-related tasks

Below are links to some code examples of tasks that are related to convergent beam electron diffraction (CBED). The Examples of CBED multislice simulations page contains examples of tasks that are related to multislice simulations of CBED experiments. The output data generated those particular examples are used elsewhere for machine learning tasks.

• 3.1.1. Examples of CBED multislice simulations
  • 3.1.1.1. Generating the atomic coordinates of a model of MoS₂
  • 3.1.1.2. Generating the atomic coordinates of a model of amorphous C superblock
  • 3.1.1.3. Generating the atomic coordinates of a model of MoS₂ on amorphous C
  • 3.1.1.4. Generating the potential slices of a model of MoS₂ on amorphous C
  • 3.1.1.5. Generating simulated CBED patterns of a sample of MoS₂ on amorphous C
• 3.1.2. Examples of distortion estimation of CBED patterns
  • 3.1.2.1. Generating machine learning datasets for training and validation
  • 3.1.2.2. Combining then splitting machine learning datasets for training and validation
  • 3.1.2.3. Training a machine learning model
  • 3.1.2.4. Generating machine learning datasets for the machine learning model test set #1
  • 3.1.2.5. Combining machine learning datasets for the machine learning model test set #1
  • 3.1.2.6. Running the machine learning model test set #1
  • 3.1.2.7. Running the RGM test set #1
  • 3.1.2.8. Analyzing machine learning model training results
  • 3.1.2.9. Analyzing machine learning model testing results
  • 3.1.2.10. Correcting distortion in SAED data