Volume 230, Issue 10

Search all The European Physical Journal Special Topics articles

September 2021

Modeling, Machine Learning and Astronomy

Issue Editors:

Snehanshu Saha,
Nithin Nagaraj

11 articles in this issue

Measure or infer? Role of modeling and machine learning in modern astronomy
Snehanshu Saha
Nithin Nagaraj
Editorial 07 September 2021 Pages: 2173 - 2175
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Membership of stars in open clusters using random forest with gaia data
Md Mahmudunnobe
Priya Hasan
S. N. Hasan
Regular Article 08 July 2021 Pages: 2177 - 2191
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Approximate analytical description of the high latitude extinction
Alexei Nekrasov
Kirill Grishin
Oleg Malkov
Regular Article 07 July 2021 Pages: 2193 - 2205
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Quantifying the classification of exoplanets: in search for the right habitability metric
Margarita Safonova
Archana Mathur
Surbhi Agrawal
Regular Article 08 July 2021 Pages: 2207 - 2220
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Habitability classification of exoplanets: a machine learning insight
Suryoday Basak
Archana Mathur
Jayant Murthy
Regular Article 21 July 2021 Pages: 2221 - 2251
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Statistical Analysis of Complex Computer Models in Astronomy
Joshua Lukemire
Qian Xiao
Weng Kee Wong
Regular Article 09 August 2021 Pages: 2253 - 2263
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Expert habitat: a colonization conjecture for exoplanetary habitability via penalized multi-objective optimization-based candidate validation
Luckyson Khaidem
Snehanshu Saha
Sriparna Saha
Regular Article 09 July 2021 Pages: 2265 - 2283
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Deep learning in astronomy: a tutorial perspective
Saroj K. Meher
Ganapati Panda
Review 13 July 2021 Pages: 2285 - 2317
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Multi-objective optimization techniques: a survey of the state-of-the-art and applications
Naveen Saini
Sriparna Saha
Review 01 September 2021 Pages: 2319 - 2335
Part of 1 collection:

Modeling, Machine Learning and Astronomy
A tutorial on applications of power watershed optimization to image processing
Sravan Danda
Aditya Challa
Laurent Najman
Review 02 September 2021 Pages: 2337 - 2361
Part of 1 collection:

Modeling, Machine Learning and Astronomy
Beginning with machine learning: a comprehensive primer
Rahul Yedida
Snehanshu Saha
Review 21 July 2021 Pages: 2363 - 2444
Part of 1 collection:

Modeling, Machine Learning and Astronomy

Volume 230, Issue 10

Search

Navigation