Gaia open-cluster analysis in Python: HDBSCAN membership with calibrated probabilities, unbinned Poisson point-process radial profiles (King, EFF, Plummer, King+corona) in PyMC, DR3 selection functions, isochrones, dynamics, and an identifiability toolkit that asks whether a parameter is measured before it is quoted.
✨🛰 Machine Learning Tools for Open Cluster Characterization with Gaia DR2 Data
This python script simulates the hierarchical merging of black holes for different star cluster environments: Open, Globular, and Nuclear.
RAG system for querying scientific abstracts. The pipeline combines arXiv data ingestion, text chunking, embeddings, FAISS retrieval, semantic reranking, and FLAN-T5-Large generation. Results show strong information retrieval capabilities but limitations in complex reasoning.
Python programs created with JupyterLab or Spyder for undergraduate research projects.
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