/AI4ALS

AI for ALS projects

BSD 2-Clause "Simplified" LicenseBSD-2-Clause

AI4ALS

AI for ALS research

This material refers to my presentation at the AI/ML for ALS Research Innovation Forum in Aug 11th 2020.

It contains accomplishments related to the DOE ASCR ECRP project called Image across Domains, Experiments, Algorithms and Learning (IDEAL), including new ideas about Auto-ML. Besides materials science done at the ALS, this work has also impact to Bioimaging sciences - more info at my WiDS'20 keynote.

- Presentation: [here]

- Codes: [here]

- What is IDEAL? [here]

Getting started? We can help!

  1. Basics of Image Processing in Python: [here]
  2. 3D Image processing (include Google Colab): [here]
  3. Concrete multi-phase: [here]

Need data to kick-off? We can help!

  1. Fiber/no-fiber cross-sections: [here]
  2. Full stack microCT - concrete: [here]