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Project Title: Log-Normal Flux
Distribution of Blazars in the High
Energy Regime
By - Paragjyoti Sut
Roll No. PHY17017
Supervisor – Dr. Rupjyoti Gogoi
Co-Guide : Rukaiya Khatoon
Department of Physics, Tezpur University
Contents
● Motivation of the Project
● What is AGN
● Structure of AGN
● Classes of AGN
● Blazars
● Computational Methology and Future Plan
Motivation of The Project
● To study the flux distribution of Blazar .
● We can have the idea of Micro-Physical origin
of the variability of these Blazar.
● We can understand the dynamics of particle
acceleration.
What are AGN ?
The luminosity of the nucleus of a galaxy more than 1044
erg/s which
exceeds the overall luminosity of the entire host galaxy. This nucleus is
known as Active Galactic Nucleus. This is powered by accretion onto
supermassive black hole.
Structure of AGN
● Central SMBH having
hundreds of thousands to
billions of solar masses M .☉
● An accretion disk formed by
cold material close to the
black hole.
● A broad line region (BLR)
where the broad and optical/UV
lines are produced.
Structure of AGN
● A narrow line region (NLR),
which is located at
~100-300 pc from
the SMBH, where the
narrow optical lines
are created.
● A molecular torus, which is located
within few parsecs from the SMBH.
Classes of AGN: Blazar
Properties of Blazars
● An AGN with a relativistic jet
directed very nearly towards earth.
● Much brighter due to relativistic beaming.
● Considered as the source of high energy
gamma ray photos.
● Highly variable sources
● Exhibit apparent superluminal motion.
Types of Blazars
1) BL Lacs :
● Rapid and and large amplitude flux variability.
2) FSRQ :
● Flat Spectrum Radio Quasars
● Rare
● Output light can change by 50% in a day.
● Stronger broad emission lines than BL Lac.
Normal And Log-Normal Distribution
Computational Methodology
● Download data set ( Flux vs count) from RXTE website.
● Do Anderson-Darlington test using R-package.
If p>0.001, otherwise take logarithim. Then, if p>0.01,
proceed further.
● Make histogram using python code.
● Plot gaussian function in GNU plot.
● Chi-square test value must be <2. Otherwise replot.
● Plot log-normal function to reduce skewness.
References
● A brief Lecture on Blazars; Luigi CostamanteLuigi Costamante,, Stanford
University
● Log-normal flux distribution of bright Fermi blazars;Z.
Shah and et. al ; Research in Astronomy and
Astrophysics; June 2018
● Lognormal flux variability in blazars: Observations and
Implications; A Sinha; Dept of HEP, TIFR
● Theoretical Understanding of Blazars;Chuck Dermer
(Naval Research Laboratory)
● Active Galactic Nuclei; Wikipedia.
Thank you

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PJ_BLAZAR

  • 1. Project Title: Log-Normal Flux Distribution of Blazars in the High Energy Regime By - Paragjyoti Sut Roll No. PHY17017 Supervisor – Dr. Rupjyoti Gogoi Co-Guide : Rukaiya Khatoon Department of Physics, Tezpur University
  • 2. Contents ● Motivation of the Project ● What is AGN ● Structure of AGN ● Classes of AGN ● Blazars ● Computational Methology and Future Plan
  • 3. Motivation of The Project ● To study the flux distribution of Blazar . ● We can have the idea of Micro-Physical origin of the variability of these Blazar. ● We can understand the dynamics of particle acceleration.
  • 4. What are AGN ? The luminosity of the nucleus of a galaxy more than 1044 erg/s which exceeds the overall luminosity of the entire host galaxy. This nucleus is known as Active Galactic Nucleus. This is powered by accretion onto supermassive black hole.
  • 5. Structure of AGN ● Central SMBH having hundreds of thousands to billions of solar masses M .☉ ● An accretion disk formed by cold material close to the black hole. ● A broad line region (BLR) where the broad and optical/UV lines are produced.
  • 6. Structure of AGN ● A narrow line region (NLR), which is located at ~100-300 pc from the SMBH, where the narrow optical lines are created. ● A molecular torus, which is located within few parsecs from the SMBH.
  • 8. Properties of Blazars ● An AGN with a relativistic jet directed very nearly towards earth. ● Much brighter due to relativistic beaming. ● Considered as the source of high energy gamma ray photos. ● Highly variable sources ● Exhibit apparent superluminal motion.
  • 9. Types of Blazars 1) BL Lacs : ● Rapid and and large amplitude flux variability. 2) FSRQ : ● Flat Spectrum Radio Quasars ● Rare ● Output light can change by 50% in a day. ● Stronger broad emission lines than BL Lac.
  • 10. Normal And Log-Normal Distribution
  • 11. Computational Methodology ● Download data set ( Flux vs count) from RXTE website. ● Do Anderson-Darlington test using R-package. If p>0.001, otherwise take logarithim. Then, if p>0.01, proceed further. ● Make histogram using python code. ● Plot gaussian function in GNU plot. ● Chi-square test value must be <2. Otherwise replot. ● Plot log-normal function to reduce skewness.
  • 12. References ● A brief Lecture on Blazars; Luigi CostamanteLuigi Costamante,, Stanford University ● Log-normal flux distribution of bright Fermi blazars;Z. Shah and et. al ; Research in Astronomy and Astrophysics; June 2018 ● Lognormal flux variability in blazars: Observations and Implications; A Sinha; Dept of HEP, TIFR ● Theoretical Understanding of Blazars;Chuck Dermer (Naval Research Laboratory) ● Active Galactic Nuclei; Wikipedia.