~/talk

Is There A Needle In The Haystack? Using Python To Narrow Down The Search For Life I

Talkat Build Stuff 2019 · 2019-11-13..11-15· [python, machine-learning]
name:Artur
links:none on file
name:Lucas
links:none on file
slides:none on file

Argues that life-search shrinks dramatically by selecting stars in long-lived core-rotation zones rather than every disk star, using the Gaia catalog (∼1 billion stars) to pick candidates and Python tools to test them. Implements a simple crawler, Jupyter notebooks and galpy orbit integration to rewind stellar orbits, animates results, and finds that stars in corotation avoid frequent spiral-arm crossings so the searchable sky becomes a far smaller, tractable region.

AI-written summary · about

  1. 0:00Intro
  2. 0:57Who Are We
  3. 2:53What Are We Looking For
  4. 4:54Conditions For Life
  5. 12:35Tools
  6. 16:05Jupiter Notebook
  7. 18:45Jupiter Code
  8. 29:20Orbit Integration
  9. 36:30Questions Answers
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