Abstract
Currently, one of the most important unanswered questions in astrophysics and nuclear astrophysics is the “Lithium problem”, which refers to the mismatch between the experimental and theoretical values of lithium abundance in Big-Bang nucleosynthesis. Finding a solution for this problem and making a match between these two values can be another proof to one of three pillars of the Big Bang theory, and can also help to improve the calculating method of the existing nuclei abundance. One of the newest used methods so as to calculate the reaction rates is the Bayesian method. This study focuses on the details of the Bayesian statistics application in astrophysical calculations, and a narrative review of all the performed studies in this field is presented, as well. This study, after reviewing all the studies in this field, considers the mentioned method as a new method for reaction rate and nuclei cross-sectional calculations, which leads to small but valuable improvements in the results of the previous calculations.
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Notes
Wilkinson Microwave Anisotropy Probe.
Iranian Research Institute for Information Science and Technology.
Since Arai et al.'s (2011) model is effective for low energies, the calculated reaction rate can be calculated up to 2 GK.
It had already been proven that using either a single-level or multi-level model at energies below 100 keV for this reaction gives the same results.
An uncertainty with unknown sources.
Its standard deviation is in accordance with the Wigner limit for deuterons and neutrons.
An approximate for the maximum value of a reduced width, which is also used to define dimensionless reduced width \(\left( {\gamma_{WL}^{2} \equiv \hbar \mu_{c} a_{c}^{2} } \right)\).
The use of EB symbol is to show that Er has nothing to do with resonant energy; because it is not possible to accurately measure it in a wide resonance.
Because the reaction can proceed using incident 3He on a deuterium target, or incident deuterium on a 3He target.
The lower limit of the integral was 10 eV.
However, in the mentioned research, this amount of change for the mentioned reaction rate has not been claimed by authors.
References
Adelberger EG, García A, Robertson RH, Snover KA, Balantekin AB, Heeger K, Ramsey-Musolf MJ, Bemmerer D, Junghans A, Bertulani CA, Chen JW (2011) Solar fusion cross sections. II. The pp chain and CNO cycles. Rev Mod Phys 83(1):195. https://doi.org/10.1103/RevModPhys.83.195
Arai K, Aoyama S, Suzuki Y, Descouvemont P, Baye D (2011) Tensor force manifestations in Ab Initio study of the H2(d, γ)He4, H2 (d, p) H3, and H2(d, n)He3 reactions. Phys Rev Lett 107(13):132502. https://doi.org/10.1103/PhysRevLett.107.132502
Arnold WR, Phillips JA, Sawyer GA, Stovall EJ Jr, Tuck JL (1954) Cross sections for the reactions D(d, p)T, D(d, n)He3, T(d, n)He4, and He3(d, p)He4 below 120 keV. Phys Rev 93(3):483. https://doi.org/10.1103/PhysRev.93.483
Bonetti R, Broggini C, Campajola L, Corvisiero P, D’Alessandro A, Dessalvi M, D’Onofrio A, Fubini A, Gervino G, Gialanella L, Greife U (1999) First measurement of the 3He(3He,2p)4He cross section down to the lower edge of the solar Gamow peak. Phys Rev Lett 82(26):5205. https://doi.org/10.1103/PhysRevLett.82.5205
Brewer BJ (2020) Introduction to Bayesian Statistics. (Handbook). Auckland University. Available at: https://www.stat.auckland.ac.nz/~brewer/stats331.pdf. Cited at March 2020
Brown RE, Jarmie N (1990) Differential cross sections at low energies for H2 (d, p) 3H and H2 (d, n) 3He. Phys Rev C 41(4):1391. https://doi.org/10.1103/PhysRevC.41.1391
Brown RE, Jarmie N, Hale GM (1987) Fusion-energy reaction 3H (d, α) n at low energies. Phys Rev C 35(6):1999. https://doi.org/10.1103/PhysRevC.36.1220
Brown TAD, Bordeanu C, Snover KA et al (2007) He3+He4→Be7 astrophysical S factor. Phys Rev C 76(5):055801. https://doi.org/10.1103/PhysRevC.76.055801
Bystritsky VM, Gerasimov VV, Krylov AR, Parzhitskii SS, Dudkin GN, Kaminskii VL, Nechaev BA, Padalko VN, Petrov AV, Mesyats GA, Filipowicz M (2008) Study of the pd reaction in the astrophysical energy region using the Hall accelerator. Nucl Instrum Methods Phys Res Sect A 595(3):543–548. https://doi.org/10.1016/j.nima.2008.07.152
Casella C, Costantini H, Lemut A, Limata B, Bonetti R, Broggini C, Collaboration LUNA (2002) First measurement of the d(p, γ)3He cross section down to the solar Gamow peak. Nucl Phys A 706(1–2):203–216. https://doi.org/10.1016/S0375-9474(02)00749-2
Červená J, Havránek V, Hnatowicz V, Kvítek J, Maštalka A, Vacík J (1989) Investigation of 7Be(n, p)7Li reaction. Czechoslov J Phys B 39(11):1263–1266. https://doi.org/10.1007/BF01605326
Coc A, Petitjean P, Uzan JP, Vangioni E, Descouvemont P, Iliadis C, Longland R (2015) New reaction rates for improved primordial D/H calculation and the cosmic evolution of deuterium. Phys Rev D 92(12):123526. https://doi.org/10.1103/PhysRevD.92.123526
Conner JP, Bonner TW, Smith JR (1952) A study of the H3(d, n)He4 reaction. Phys Rev 88(3):468. https://doi.org/10.1103/PhysRev.88.468
Costantini H, Bemmerer D, Confortola F, Formicola A, Gyürky G, Bezzon P, Bonetti R, Broggini C, Corvisiero P, Elekes Z, Fülöp Z (2008) The He3 (α, γ) Be7 S-factor at solar energies: The prompt γ experiment at LUNA. Nucl Phys A 814(1–4):144–158. https://doi.org/10.1016/j.nuclphysa.2008.09.014
Damone L, Barbagallo M, Mastromarco M, Mengoni A, Cosentino L, Maugeri E, Heinitz S, Schumann D, Dressler R, Käppeler F, Colonna N (2018) Be 7 (n, p) Li 7 reaction and the cosmological lithium problem: measurement of the cross section in a wide energy range at n_TOF at CERN. Phys Rev Lett 121(4):042701. https://doi.org/10.1103/PhysRevLett.121.042701
De Souza RS, Iliadis C, Coc A (2019b) Astrophysical S-factors, thermonuclear rates, and electron screening potential for the 3He(d, p)4He Big Bang reaction via a hierarchical Bayesian model. Astrophys J 872(1):75. https://doi.org/10.3847/1538-4357/aafda9
De Souza RS, Boston SR, Coc A, Iliadis C (2019a) Thermonuclear fusion rates for tritium + deuterium using Bayesian methods. Phys Rev C 99(1):014619. https://doi.org/10.1103/PhysRevC.99.014619
De Souza RS, Kiat TH, Coc A, Iliadis C (2020) Hierarchical Bayesian thermonuclear rate for the 7Be(n, p)7Li Big Bang nucleosynthesis reaction. Astrophys J 894(2):134. https://doi.org/10.3847/1538-4357/ab88aa
DeBoer RJ, Görres J, Smith K et al (2014) Monte Carlo uncertainty of the He3(α, γ)Be7 reaction rate. Phys Rev C 90(3):035804. https://doi.org/10.1103/PhysRevC.90.035804
Descouvemont P, Adahchour A, Angulo C, Coc A, Vangioni-Flam E (2004) Compilation and R-matrix analysis of Big Bang nuclear reaction rates. At Data Nucl Data Tables 88(1):203–236. https://doi.org/10.1016/j.adt.2004.08.001
Dwarakanath MR, Winkler H (1971) 3He(3He, 2p)4He total cross-section measurements below the coulomb barrier. Phys Rev C 4:1532. https://doi.org/10.1103/PhysRevC.4.1532
Gibbons JH, Macklin RL (1959) Total neutron yields from light elements under proton and alpha bombardment. Phys Rev 114(2):571. https://doi.org/10.1103/PhysRev.114.571
Greife U, Gorris F, Junker M, Rolfs C, Zahnow D (1995) Oppenheimer-Phillips effect and electron screening in d+d fusion reactions. Zeitschrift Für Physik A Hadrons Nuclei 351(1):107–112. https://doi.org/10.1007/BF01292792
Iliadis C (2015) Nuclear physics of stars. Wiley, New Jersey
Iliadis C, Anderson KS, Coc A, Timmes FX, Starrfield S (2016) Bayesian estimation of thermonuclear reaction rates. Astrophys J 831(1):107. https://doi.org/10.3847/0004-637X/831/1/107
Iliadis C, Coc A (2020) Thermonuclear reaction rates and primordial nucleosynthesis. Astrophys J 901(2):127
Iñesta ÁG, Iliadis C, Coc A (2017) Bayesian estimation of thermonuclear reaction rates for deuterium+ deuterium reactions. Astrophys J 849(2):134. https://doi.org/10.3847/1538-4357/aa9025
Jarmie N, Brown RE, Hardekopf RA (1984) Fusion-energy reaction H2(t, α)n from Et= 12.5 to 117 keV. Phys Rev C 29(6):2031. https://doi.org/10.1103/PhysRevC.29.2031
Junker M, D’alessandro A, Zavatarelli S, Arpesella C, Bellotti E, Broggini C, Corvisiero P, Fiorentini G, Fubini A, Gervino G, Greife U (1998) Cross section of 3He (3He, 2p) 4He measured at solar energies. Phys Rev C 57(5):2700. https://doi.org/10.1103/PhysRevC.57.2700
Kajino T (1986) The 3He (α, γ) 7Be and 3He (α, γ) 7Li reactions at astrophysical energies. Nucl Phys A 460(3):559–580. https://doi.org/10.1016/0375-9474(86)90428-8
Kobzev A, Salatski VI, Telezhni SA (1966) Differential cross sections for reaction D(t, α)N at 115–1650 KeV. Sov J Nucl Phys-USSR 3(6):774
Koehler PE, Bowman CD, Steinkruger FJ, Moody DC, Hale GM, Starner JW, Wender SA, Haight RC, Lisowski PW, Talbert WL (1988) Be7(n, p)7Li total cross section from 25 MeV to 13.5 keV. Phys Rev C 37(3):917. https://doi.org/10.1103/PhysRevC.37.917
Krauss A, Becker HW, Trautvetter HP, Rolfs C (1987a) Astrophysical S (E) factor of 3He(3He,2p)4He at solar energies. Nucl Phys A 467(2):273–290. https://doi.org/10.1016/0375-9474(87)90530-6
Krauss A, Becker HW, Trautvetter HP, Rolfs C, Brand K (1987b) Low-energy fusion cross sections of D+D and D+3He reactions. Nucl Phys A 465(1):150–172. https://doi.org/10.1016/0375-9474(87)90302-2
Kudomi N, Komori M, Takahisa K, Yoshida S, Kume K, Ohsumi H, Itahashi T (2004) Precise measurement of the cross section of He3(He3,2p)He4 by using He3 doubly charged beam. Phys Rev C 69(1):015802. https://doi.org/10.1103/PhysRevC.69.015802
Lane AM, Thomas RG (1958) R-matrix theory of nuclear reactions. Rev Mod Phys 30(2):257. https://doi.org/10.1103/RevModPhys.30.257
Leonard DS, Karwowski HJ, Brune CR, Fisher BM, Ludwig EJ (2006) Precision measurements of H2 (d, p) H3 and H2 (d, n) He3 total cross sections at Big Bang nucleosynthesis energies. Phys Rev C 73(4):045801. https://doi.org/10.1103/PhysRevC.73.045801
Di Leva A, Gialanella L, Kunz R, Rogalla D, Schürmann D, Strieder F, De Cesare M, De Cesare N, D’Onofrio A, Fülöp Z, Gyürky G (2009) Stellar and primordial nucleosynthesis of 7Be: measurement of 3He(α, γ)7Be. Phys Rev Lett. https://doi.org/10.1103/PhysRevLett.102.232502
Ma L, Karwowski HJ, Brune CR, Ayer Z, Black TC, Blackmon JC, Ludwig EJ, Viviani M, Kievsky A, Schiavilla R (1997) Measurements of 1 H (d→, γ) 3 He and 2 H (p→, γ) 3 He at very low energies. Phys Rev C55(2):588. https://doi.org/10.1103/PhysRevC.55.588
Marcucci LE, Viviani M, Schiavilla R, Kievsky A, Rosati S (2005) Electromagnetic structure of A=2 and 3 nuclei and the nuclear current operator. Phys Rev C 72(1):014001. https://doi.org/10.1103/PhysRevC.72.014001
Martín-Hernández G, Mastinu P, González EM, Capote R, Lubián H, Macías M (2019) Li7(p, n)Be7 cross section from threshold to 1960 keV and precise measurement of the Au 197 (n, γ) spectrum-averaged cross section at 30 keV. Phys Rev C 99(3):034616. https://doi.org/10.1103/PhysRevC.99.034616
NASA, LAMBDA - WMAP Images, Apr. 2021, available at: https://lambda.gsfc.nasa.gov/product/map/current/m_images.cfm. Cited at: April 2021
Ngari J, Key Properties of the Normal Distribution: Cfa Level 1 – AnalystPrep, June 2021, available at: https://analystprep.com/cfa-level-1-exam/quantitative-methods/key-properties-normal-distribution. Cited at October 2020
Pitrou C, Coc A, Uzan JP, Vangioni E (2018) Precision big bang nucleosynthesis with improved Helium-4 predictions. Phys Rep 754:1–66. https://doi.org/10.1016/j.physrep.2018.04.005
Schmid GJ, Rice BJ, Chasteler RM, Godwin MA, Kiang GC, Kiang LL, Laymon CM, Prior RM, Tilley DR, Weller HR (1997) The 2H(p, γ)3He and 1H(d, γ)3He reactions below 80 keV. Phys Rev C 56(5):2565. https://doi.org/10.1103/PhysRevC.56.2565
Singh BN, Hass M, Nir-El Y, Haquin G (2004) New precision measurement of the He3(He4, γ)Be7 Cross Section. Phys Rev Lett 93(26):262503. https://doi.org/10.1103/PhysRevLett.93.262503
Tomandl I, Vacík J, Köster U, Viererbl L, Maugeri EA, Heinitz S, Schumann D, Ayranov M, Ballof J, Catherall R, Chrysalidis K (2019) Measurement of the Be7(n, p) cross section at thermal energy. Phys Rev C 99(1):014612. https://doi.org/10.1103/PhysRevC.99.014612
Xu YA, Takahashi K, Goriely S, Arnould M, Ohta M, Utsunomiya H (2013) NACRE II: an update of the NACRE compilation of charged-particle-induced thermonuclear reaction rates for nuclei with mass number A< 16. Nucl Phys A 918:61–169. https://doi.org/10.1016/j.nuclphysa.2013.09.007
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All Figures and Tables of this study (except Tables 4 and 5) have been taken from references and have been reused only to summarize their results, hence, all the results related to the Figures belong to the main authors and publishers of the references. Therefore, all rights are reserved for them, and in order to protect their rights, the authorities and sources of all Figures and Tables have been mentioned. We thank all of them for this.
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All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Mr Seyyed Soheil Esmaeili, Prof. Abbas Ghasemizad, Prof. Omid Naserghodsi and Dr Seyyed Mahdi Teymoori Sendesi. The first draft of the manuscript was written by Mr Seyyed Soheil Esmaeili and Prof. Abbas Ghasemizad, Prof. Omid Naserghodsi and Dr Seyyed Mahdi teymoori Sendesi commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Esmaeili, S.S., Ghasemizad, A., Naserghodsi, O. et al. A Review on Bayesian Calculation of Nuclear Astrophysical Reaction Rates and Uncertainties. Iran J Sci Technol Trans Sci 46, 1085–1102 (2022). https://doi.org/10.1007/s40995-022-01315-4
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DOI: https://doi.org/10.1007/s40995-022-01315-4