scholarly journals A SEARCH FOR IRON EMISSION LINES IN THECHANDRAX-RAY SPECTRA OF NEUTRON STAR LOW-MASS X-RAY BINARIES

2008 ◽  
Vol 690 (2) ◽  
pp. 1847-1855 ◽  
Author(s):  
E. M. Cackett ◽  
J. M. Miller ◽  
J. Homan ◽  
M. van der Klis ◽  
W. H. G. Lewin ◽  
...  
Keyword(s):  
Neutron Star ◽  
Emission Lines ◽  
X Ray ◽  
Low Mass ◽  
X Ray Binaries

scholarly journals Relativistic Iron Emission Lines in Neutron Star Low‐Mass X‐Ray Binaries as Probes of Neutron Star Radii

2008 ◽  
Vol 674 (1) ◽  
pp. 415-420 ◽  
Author(s):  
Edward M. Cackett ◽  
Jon M. Miller ◽  
Sudip Bhattacharyya ◽  
Jonathan E. Grindlay ◽  
Jeroen Homan ◽  
...  
Keyword(s):  
Neutron Star ◽  
Emission Lines ◽  
X Ray ◽  
Low Mass ◽  
X Ray Binaries

scholarly journals A COMPARISON OF BROAD IRON EMISSION LINES IN ARCHIVAL DATA OF NEUTRON STAR LOW-MASS X-RAY BINARIES

2012 ◽  
Vol 755 (1) ◽  
pp. 27 ◽  
Author(s):  
Edward M. Cackett ◽  
Jon M. Miller ◽  
Rubens C. Reis ◽  
Andrew C. Fabian ◽  
Didier Barret
Keyword(s):  
Neutron Star ◽  
Emission Lines ◽  
Archival Data ◽  
X Ray ◽  
Low Mass ◽  
X Ray Binaries

scholarly journals A Machine Learning Approach For Classifying Low-mass X-ray Binaries Based On Their Compact Object Nature

2020 ◽  
Author(s):  
R Pattnaik ◽  
K Sharma ◽  
K Alabarta ◽  
D Altamirano ◽  
M Chakraborty ◽  
...  
Keyword(s):  
Machine Learning ◽  
Black Hole ◽  
Neutron Star ◽  
Binary Systems ◽  
Compact Object ◽  
X Ray ◽  
Average Accuracy ◽  
Machine Learning Approach ◽  
Low Mass ◽  
X Ray Binaries

Abstract Low Mass X-ray binaries (LMXBs) are binary systems where one of the components is either a black hole or a neutron star and the other is a less massive star. It is challenging to unambiguously determine whether a LMXB hosts a black hole or a neutron star. In the last few decades, multiple observational works have tried, with different levels of success, to address this problem. In this paper, we explore the use of machine learning to tackle this observational challenge. We train a random forest classifier to identify the type of compact object using the energy spectrum in the energy range 5-25 keV obtained from the Rossi X-ray Timing Explorer archive. We report an average accuracy of 87±13% in classifying the spectra of LMXB sources. We further use the trained model for predicting the classes for LMXB systems with unknown or ambiguous classification. With the ever-increasing volume of astronomical data in the X-ray domain from present and upcoming missions (e.g., SWIFT, XMM-Newton, XARM, ATHENA, NICER), such methods can be extremely useful for faster and robust classification of X-ray sources and can also be deployed as part of the data reduction pipeline.

scholarly journals Hardness Ratio in Evolving Low-Mass X-ray Binary Systems

1987 ◽  
Vol 125 ◽  
pp. 199-199
Author(s):  
J. Shaham ◽  
M. Tavani
Keyword(s):  
Neutron Star ◽  
Accretion Disk ◽  
Binary Systems ◽  
Spectral Component ◽  
Soft Component ◽  
Hard Component ◽  
X Ray ◽  
Low Mass ◽  
Additional Support ◽  
X Ray Binaries

Spectral observations of low-mass X-ray binaries (LMXBs) show that the soft component usually dominates over the hard one. These results provide additional support to an interpretation based on models of LMXBs in which the neutron star while, on the average, spinning up, is also experiencing a spinning down torque. Under these conditions, a fraction of the luminosity associated with the gravitational release of energy on the surface of the accreting neutron star may manifest itself as luminosity originating in the inner part of the accretion disk. It is probably possible to separate the two contributions; the stellar luminosity can be associated with the hard component of the spectrum and the disk luminosity, related to the exchange of energy due to the torque between the rapidly spinning neutron star and the accretion disk, can be associated with the soft spectral component.

scholarly journals The Beat-Frequency Interpretation of Kilohertz Quasi-periodic Oscillations in Neutron Star Low-Mass X-Ray Binaries

1998 ◽  
Vol 501 (1) ◽  
pp. L95-L99 ◽  
Author(s):  
Dimitrios Psaltis ◽  
Mariano Méndez ◽  
Rudy Wijnands ◽  
Jeroen Homan ◽  
Peter G. Jonker ◽  
...  
Keyword(s):  
Neutron Star ◽  
Beat Frequency ◽  
Periodic Oscillations ◽  
X Ray ◽  
Frequency Interpretation ◽  
Low Mass ◽  
X Ray Binaries

scholarly journals Neutron star QPOs from oscillating, precessing hot, thick flow

2019 ◽  
Vol 491 (3) ◽  
pp. 3245-3250
Author(s):  
P Chris Fragile
Keyword(s):  
Neutron Star ◽  
Low Frequency ◽  
Outer Radius ◽  
Horizontal Branch ◽  
X Ray ◽  
Best Fitting ◽  
Low Mass ◽  
The Moment ◽  
X Ray Binaries ◽  
Simultaneous Oscillation

ABSTRACT Across black hole (BH) and neutron star (NS) low-mass X-ray binaries (LMXBs), there appears to be some correlation between certain high- and low-frequency quasi-periodic oscillations (QPOs). In a previous paper, we showed that for BH LMXBs, this could be explained by the simultaneous oscillation and precession of a hot, thick, torus-like corona. In the current work, we extend this idea to NS LMXBs by associating the horizontal branch oscillations (HBOs) with precession and the upper-kiloHertz (ukHz) QPO with vertical epicyclic motion. For the Atoll source 4U 1608-52, the model can match many distinct, simultaneous observations of the HBO and ukHz QPO by varying the inner and outer radius of the torus, while maintaining fixed values for the mass (MNS) and spin (a*) of the NS. The best-fitting values are MNS = 1.38 ± 0.03 M⊙ and a* = 0.325 ± 0.005. By combining these constraints with the measured spin frequency, we are able to obtain an estimate for the moment of inertia of INS = 1.40 ± 0.02 × 1045 g cm2, which places constraints on the equation of state. The model is unable to fit the lower-kHz QPO, but evidence suggests that QPO may be associated with the boundary layer between the accretion flow and the NS surface, which is not treated in this work.

scholarly journals Statistical properties of twin kilohertz quasi-periodic oscillations in neutron star low-mass X-ray binaries

2014 ◽  
Vol 335 (2) ◽  
pp. 168-177 ◽  
Author(s):  
D. H. Wang ◽  
L. Chen ◽  
C. M. Zhang ◽  
Y. J. Lei ◽  
J. L. Qu
Keyword(s):  
Neutron Star ◽  
Statistical Properties ◽  
Periodic Oscillations ◽  
X Ray ◽  
Low Mass ◽  
X Ray Binaries

Soft X-ray emission lines from low-mass X-ray binaries. I - Collision-dominated models

1989 ◽  
Vol 345 ◽  
pp. 498 ◽  
Author(s):  
T. R. Kallman ◽  
S. D. Vrtilek ◽  
S. M. Kahn
Keyword(s):  
Emission Lines ◽  
X Ray ◽  
Low Mass ◽  
X Ray Binaries
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