AMLRO Tutorials

Learn to use AMLRO with interactive notebooks and computational examples.

Example Workflows

• Branin Example
  • Function Domain
  • Global Minima
  • Purpose
  • Step 1: Generate Reaction Space
  • Define Branin objective function
  • Step 2: Initial Training Data (closed-loop)
  • Step 3: Active Learning Optimization Loop

Interactive Interface

For open-loop optimization using an interactive user interface, you can try the AMLRO Colab notebook:

Click the badge below to open this notebook in Google Colab:

• This notebook allows users to explore AMLRO interactively without manually editing reaction data files.

• Ideal for experiment-driven open-loop optimization workflows.