Modeling, Machine Learning and Astronomy

ISSN: 1951-6355 (Print) 1951-6401 (Online)

In this topical collection (11 articles)

  1. Editorial

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

    Snehanshu Saha, Nithin Nagaraj Pages 2173-2175
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  2. No Access

    Regular Article

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

    Md Mahmudunnobe, Priya Hasan, Mudasir Raja… Pages 2177-2191

  3. No Access

    Regular Article

    Approximate analytical description of the high latitude extinction

    Alexei Nekrasov, Kirill Grishin… Pages 2193-2205

  4. No Access

    Regular Article

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

    Margarita Safonova, Archana Mathur… Pages 2207-2220

  5. No Access

    Regular Article

    Habitability classification of exoplanets: a machine learning insight

    Suryoday Basak, Archana Mathur… Pages 2221-2251

  6. No Access

    Regular Article

    Statistical Analysis of Complex Computer Models in Astronomy

    Joshua Lukemire, Qian Xiao, Abhyuday Mandal… Pages 2253-2263

  7. No Access

    Regular Article

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

    Luckyson Khaidem, Snehanshu Saha, Saibal Kar… Pages 2265-2283

  8. No Access

    Review

    Deep learning in astronomy: a tutorial perspective

    Saroj K. Meher, Ganapati Panda Pages 2285-2317

  9. No Access

    Review

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

    Naveen Saini, Sriparna Saha Pages 2319-2335

  10. No Access

    Review

    A tutorial on applications of power watershed optimization to image processing

    Sravan Danda, Aditya Challa… Pages 2337-2361

  11. No Access

    Review

    Beginning with machine learning: a comprehensive primer

    Rahul Yedida, Snehanshu Saha Pages 2363-2444