Articles by tag: ml-physics

ExoLogica AI 2.0: JWST spectra simulator

Hybrid pipeline for exoplanets: ML validation, 14-step physics, JWST spectra synthesis. Ablation study, OOD tests, CHI index. For astrophysicists and ML specialists — explore the code and metrics.

Hybrid AI for exoplanet masses on XGBoost

Learn how the school project ExoLogica AI combined XGBoost with Kepler's laws for accurate prediction of exoplanet masses. Comparison of KNN, Random Forest and physical filtering. Implementation in Python for developers.