The workshop will cover the following:
(1) Introduction to the field of Scientific Machine Learning (SciML)
(2) The problems which can be solved using SciML.
(3) How to integrate domain knowledge in ML projects?
(4) Hands on project: Battery degradation using SciML.
- Live coding session
- How to integrate physics with ML?
- How to discover missing equations?
- Generating impactful results
- We will share code files at the end
(5) How to convert project results into research?
(6) You can add the live project shown to your resume/CV.