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EPJ ST - Special Topics

Special Topics

The European Physical Journal Special Topics

Volume 230 / No 10 (September 2021)

Modeling, Machine Learning and Astronomy

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Modeling, Machine Learning and Astronomy

Open Access

Editorial

Measure or infer? Role of modeling and machine learning in modern astronomy p. 2173

Snehanshu Saha and Nithin Nagaraj

Published online: 07 September 2021

DOI: 10.1140/epjs/s11734-021-00275-x

Membership of stars in open clusters using random forest with gaia data p. 2177

Md Mahmudunnobe, Priya Hasan, Mudasir Raja and S. N. Hasan

Published online: 08 July 2021

DOI: 10.1140/epjs/s11734-021-00205-x

Approximate analytical description of the high latitude extinction p. 2193

Alexei Nekrasov, Kirill Grishin, Dana Kovaleva and Oleg Malkov

Published online: 07 July 2021

DOI: 10.1140/epjs/s11734-021-00210-0

Quantifying the classification of exoplanets: in search for the right habitability metric p. 2207

Margarita Safonova, Archana Mathur, Suryoday Basak, Kakoli Bora and Surbhi Agrawal

Published online: 08 July 2021

DOI: 10.1140/epjs/s11734-021-00211-z

Habitability classification of exoplanets: a machine learning insight p. 2221

Suryoday Basak, Archana Mathur, Abhijit Jeremiel Theophilus, Gouri Deshpande and Jayant Murthy

Published online: 21 July 2021

DOI: 10.1140/epjs/s11734-021-00203-z

Statistical Analysis of Complex Computer Models in Astronomy p. 2253

Joshua Lukemire, Qian Xiao, Abhyuday Mandal and Weng Kee Wong

Published online: 09 August 2021

DOI: 10.1140/epjs/s11734-021-00204-y

Expert habitat: a colonization conjecture for exoplanetary habitability via penalized multi-objective optimization-based candidate validation p. 2265

Luckyson Khaidem, Snehanshu Saha, Saibal Kar, Archana Mathur and Sriparna Saha

Published online: 09 July 2021

DOI: 10.1140/epjs/s11734-021-00208-8

Deep learning in astronomy: a tutorial perspective p. 2285

Saroj K. Meher and Ganapati Panda

Published online: 13 July 2021

DOI: 10.1140/epjs/s11734-021-00207-9

Multi-objective optimization techniques: a survey of the state-of-the-art and applications - Multi-objective optimization techniques p. 2319

Naveen Saini and Sriparna Saha

Published online: 01 September 2021

DOI: 10.1140/epjs/s11734-021-00206-w

A tutorial on applications of power watershed optimization to image processing p. 2337

Sravan Danda, Aditya Challa, B. S. Daya Sagar and Laurent Najman

Published online: 02 September 2021

DOI: 10.1140/epjs/s11734-021-00264-0

Beginning with machine learning: a comprehensive primer p. 2363

Rahul Yedida and Snehanshu Saha

Published online: 21 July 2021

DOI: 10.1140/epjs/s11734-021-00209-7

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Anne Ruimy and Vijala Kiruvanayagam (EDP Sciences) and Sabine Lehr (Springer-Verlag)

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Editor EPJ Special Topics 222/5, 2013

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ISSN: 1951-6355 (Print Edition)
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