ML / Hybrid Prediction Evaluation

Solanar Graduate Program · Numerical Weather Prediction & Data Assimilation

S

Graduate Learner

Week / Experiment

Mentor / Examiner

1. ML / Hybrid Role

2. Baseline

3. Training Data

4. Validation / Test Data

5. Loss / Objective

6. Generalization

7. Physical Consistency

8. Uncertainty

9. Distribution Shift

10. Operational Safeguards

Model · Assimilate · Predict · Verify · ReproduceJennifer Kay Pearl · Verve N Veda · Khaemenes Academy · Solanar Observatory