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researcher

Shraddha Surana

2 papers hereh-index 590 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • astro-ph.GA1
  • astro-ph.IM1

identity via Semantic Scholar / OpenAlex

most citedPredicting star formation properties of galaxies using deep learning

34 citations · 34 across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.IM2021

Machine Learning for Scientific Discovery

Shraddha Surana, Yogesh Wadadekar, Divya Oberoi

Machine Learning algorithms are good tools for both classification and prediction purposes. These algorithms can further be used for scientific discoveries from the enormous data b…

astro-ph.GA2020★ 34 cited

Predicting star formation properties of galaxies using deep learning

Shraddha Surana, Yogesh Wadadekar, Omkar Bait +1

Understanding the star-formation properties of galaxies as a function of cosmic epoch is a critical exercise in studies of galaxy evolution. Traditionally, stellar population synth…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.