Guidelines
Format
One page maximum. Concise and focused.
1. Scientific Question
A clear, specific question. Why is it significant? What is the goal?
2. Dataset
Real data preferred. Include source link. Synthetic OK if methodological contribution is clear.
3. ML Method(s)
SINDy, symbolic regression, PINNs, neural ODEs, DMD, autoencoders, or others. Why this method?
4. Scientific Inductive Biases
Conservation laws, symmetries, known interaction terms, spatiotemporal structure, etc.
5. References (3+)
Original method paper, application to similar system, scientific domain paper.
1
Guidelines Review & Q&A
5:00
2
Exercise Explanation
5:00
3
Peer Review: Read & Comment
10:00
4
Discuss Paper A
10:00
5
Discuss Paper B
10:00
6
Self-Review & Revisions
5:00
7
Share Out: Teams Present
15:00
8
Debrief & What's Next
10:00
Total: 70:00