Machine learning application to detect light echoes around black holes

P Chainakun; N Mankatwit; P Thongkonsing; A J Young

doi:10.1093/mnras/stab2098

Machine learning application to detect light echoes around black holes

P Chainakun, N Mankatwit, P Thongkonsing, A J Young

School of Physics

Research output: Contribution to journal › Article (Academic Journal) › peer-review

5 Citations (Scopus)

Original language	English
Pages (from-to)	5318-5327
Number of pages	10
Journal	Monthly Notices of the Royal Astronomical Society
Volume	506
Issue number	4
DOIs	https://doi.org/10.1093/mnras/stab2098
Publication status	Published - 10 Aug 2021

Bibliographical note

Funding Information:
The ML models in this work are adopted from the SKLEARN software package. NM and PT thank for the financial support from Suranaree University of Technology. We thank the referee for helpful comments that have improved the paper.

Publisher Copyright:
© 2021 Oxford University Press. All rights reserved.

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10.1093/mnras/stab2098

https://arxiv.org/abs/2107.08887

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@article{ec3b2a59f5bb45779cc6e1a49ba4fdc4,

title = "Machine learning application to detect light echoes around black holes",

author = "P Chainakun and N Mankatwit and P Thongkonsing and Young, {A J}",

note = "Funding Information: The ML models in this work are adopted from the SKLEARN software package. NM and PT thank for the financial support from Suranaree University of Technology. We thank the referee for helpful comments that have improved the paper. Publisher Copyright: {\textcopyright} 2021 Oxford University Press. All rights reserved.",

year = "2021",

month = aug,

day = "10",

doi = "10.1093/mnras/stab2098",

language = "English",

volume = "506",

pages = "5318--5327",

journal = "Monthly Notices of the Royal Astronomical Society",

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publisher = "Oxford University Press",

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TY - JOUR

T1 - Machine learning application to detect light echoes around black holes

AU - Chainakun, P

AU - Mankatwit, N

AU - Thongkonsing, P

AU - Young, A J

N1 - Funding Information: The ML models in this work are adopted from the SKLEARN software package. NM and PT thank for the financial support from Suranaree University of Technology. We thank the referee for helpful comments that have improved the paper. Publisher Copyright: © 2021 Oxford University Press. All rights reserved.

PY - 2021/8/10

Y1 - 2021/8/10

UR - https://doi.org/10.1093/mnras/stab2098

U2 - 10.1093/mnras/stab2098

DO - 10.1093/mnras/stab2098

M3 - Article (Academic Journal)

SN - 0035-8711

VL - 506

SP - 5318

EP - 5327

JO - Monthly Notices of the Royal Astronomical Society

JF - Monthly Notices of the Royal Astronomical Society

IS - 4

ER -

Machine learning application to detect light echoes around black holes

Bibliographical note

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