Previous Article in Journal
A Scintillation Hodoscope for Measuring the Flux of Cosmic Ray Muons at the Tien Shan High Mountain Station
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Study of High-Altitude Coplanarity Phenomena in Super-High-Energy EAS Cores with a Thick Calorimeter

by
Rauf Mukhamedshin
1,
Turlan Sadykov
2,*,
Vladimir Galkin
3,
Alia Argynova
2,*,
Aidana Almenova
2,
Dauren Muratov
2,
Khanshaiym Makhmet
2,4,
Valery Zhukov
5,
Vladimir Ryabov
5,
Vyacheslav Piscal
5,
Yernar Tautayev
2 and
Zhakypbek Sadykov
2
1
Institute for Nuclear Research of the Russian Academy of Sciences, Moscow 117312, Russia
2
Institute of Physics and Technology, Satbayev University, Almaty 050013, Kazakhstan
3
Skobeltsyn Institute of Nuclear Physics, Lomonosov Moscow State University, Moscow 119991, Russia
4
Faculty of Physics and Technology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
5
P.N. Lebedev Physical Institute of the Russian Academy of Sciences (LPI), Moscow 119991, Russia
*
Authors to whom correspondence should be addressed.
Particles 2025, 8(3), 74; https://doi.org/10.3390/particles8030074 (registering DOI)
Submission received: 13 April 2025 / Revised: 20 July 2025 / Accepted: 31 July 2025 / Published: 4 August 2025
(This article belongs to the Section Experimental Physics and Instrumentation)

Abstract

A number of phenomena were observed in experiments on the study of cosmic rays at mountain altitudes and in the stratosphere at ultra-high energies; in particular, the coplanarity of the most energetic particles and local subcascades in the so-called families of γ-rays and hadrons in the cores of extensive air showers at E0 ≳ 2·1015 eV (√s ≳ 2 TeV). These effects are not described by theoretical models. To explain this phenomenon, it may be necessary to introduce a new process of generating the most energetic particles in the interactions of hadrons with the nuclei of atmospheric atoms. A new experimental array of cosmic ray detectors, including the ADRON-55 ionization calorimeter, has been created to study processes in EAS cores at ultra-high energies. The possibility of using it to study the coplanarity effect is being considered.

1. Introduction

At present, a number of models of hadron–nucleus interactions and the development of so-called extensive air showers (EASs) in the atmosphere are used in experiments investigating super- and ultra-high-energy cosmic rays. Nevertheless, all the models used are not able to describe well enough the complete set of all observed experimental characteristics of air showers. In addition, some results obtained in experiments with X-ray emulsion chambers (XRECs) in mountains and stratosphere have not yet been explained.
One of the interesting phenomena observed in XREC experiments carried out at high altitudes (on mountains and in the stratosphere) is the tendency for the most energetic (E ≈ 10 TeV) γ-rays, electrons/positrons, and hadrons in the central core of a single shower to arrive at the detector in a single plane. As a result, the particle tracks on the detector surface tend towards a straight line. Such groups of high-energy particles are commonly referred to as γ-ray-hadron (γ-h) families. It is important that the above-mentioned phenomena of coplanarity arise and are observed at the initial stage of EAS development. It follows from this that the characteristics of the observed events are somehow related to the characteristics of first interactions of primary cosmic-radiation (PCR) particles in the atmosphere.
Due to high energy thresholds for single particles, γ-ray–hadron families are mainly generated by PCR protons at super-high energies, E0 ≳ 1015 eV.
There are five independent sets of experimental data [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16].
First of all, these are high-altitude data obtained by the Pamir Collaboration with the so-called carbon (C) and lead (Pb) XRECs, in γ-ray families with measured energies ΣEγ > 700 TeV [1,2,3,4,5], and Fe-XRECs (ΣEγ > 500 TeV) of the Mt. Canbala Collaboration [6,7].
The first data on the phenomenon of coplanarity were obtained by the Pamir Collaboration in high-altitude REC experiments to observe gamma-ray families with measured energies of >700 TeV [1,2,3,4,5], and later by the Mt. Canbala Collaboration [6,7].
The most interesting are two superfamilies (“Strana” [8,9] and “JF2AF2” [10,11,12,13,14,15]) with energies above 1 PeV isolated in the detectors. These events were recorded in experiments carried out, respectively, on a stratospheric balloon and a supersonic Concorde aircraft at very high altitudes. The emulsion technique was used in both experiments. The degree of coplanarity of the most energetic particles in the gamma–hadron families “Strana” and “JF2AF2” is close to the maximum possible value.
In these experiments, the thickness of the atmospheric layer above the detectors is much less than in high-altitude experiments. Accordingly, in this case, the possible nontrivial features of high-energy events associated with a change in the characteristics of the interaction of a PCR particle should be more noticeable. As the thickness of the atmosphere above the detector increases, the characteristics of events observed in high-altitude experiments are distorted by secondary interactions of cascade hadrons in the atmosphere.
It has been concluded that the probability of observing this set of experimental data as a result of fluctuations in the development of EAS is very low [16]. In addition, it has been concluded that the phenomenon is associated with some process of coplanar particle generation (CPG) of the most energetic particles (xLab = E/E0 ≳ 0.01–0.05) at the initial stage of the EAS development initiated mainly by primary protons at E0 ≳ 2·1015 eV (√s ≳ 2 TeV).
The ideas proposed to explain the appearance of the CPG at super-high energies are divided into two fundamentally different groups:
(1)
Nuclear-physical mechanisms of hadron interactions, implying large transverse momenta in the coplanar plane, and linking the effect with (a) the angular momentum of the quark-gluon string [17] and (b) the formation of specific leading systems [18,19,20];
(2)
An evolution of the space dimensionality on small scales from three to two dimensions (3D ↔ 2D) with increasing energy [21,22].
Note that the ideas [18,19,20] inevitably include the formation of a coplanar plane by large (compared to the commonly used values) transverse momenta. At the same time, the components of transverse momenta that are directed normally to the plane of coplanarity are characterized by traditional values. A special hypothesis [21,22] is that at very high energies of strong interaction, a decrease in the dimensionality of space can occur, from three dimensions to two dimensions (the so-called three-dimensional ↔ two-dimensional evolution). As a result, localization of transverse momenta of the produced hadrons will take place in a certain plane. The components of transverse momenta directed perpendicular to this coplanarity plane will completely disappear.
The phenomenon of coplanarity of the most energetic particles is observed in the central areas of shower cores. Naturally, it must be associated with the most energetic particles generated in hadron interactions at super-high energies [16]. These experimental data can show that we do not understand some features of hadron interactions. Unfortunately, these phenomena cannot be studied in experiments at the LHC due to the specific collider design [23], which allows only low-energy particles to be registered in the central kinematic region. As a result, the coplanarity effect, as well as its existence, remains unexplored to the end.
Currently, the only experiment that has the potential to investigate the generation of the most energetic particles in hadron interactions of cosmic rays at super-high energies is the ADRON-55 experiment [24].
The ionization calorimeter ADRON-55 is a part of the Hadron–M complex with an effective area of 45,000 m2, which also includes scintillation detectors. The complex is located at an altitude of 3340 m a.s.l. and designed to study the shape of the spectrum of primary cosmic radiation (PCR) and its mass composition at energies above 1015 eV. At present, this energy range has not been studied at all in direct experiments in space. Due to the low intensity of PCR particles, satellite experiments (at least in the energy range of 1015 eV–1016 eV) require very large (on the order of several tens of meters) and heavy (weighting several tens of tons) detectors. This is impossible with the current level of development of space technologies. The complex is unique in its location at a high altitude and its ability to register hadrons in EAS cores. These two circumstances significantly increase the information content of EAS investigations. No other installation in the world has such capabilities.
This article presents an analysis of the calorimeter’s capabilities to answer questions related to the above-mentioned coplanarity phenomenon.

2. Cascade Simulation

2.1. Model of Hadron Interactions

To simulate the experimentally observed coplanarity effects, the phenomenological model FANSY 2.0 was developed, including both traditional QGSJ (quark–gluon–string and jets) version and coplanar-particle generation version [25]. In the FANSY 2.0 model, the maximum coplanarity is associated with the most energetic hadrons. With decreasing the absolute value of rapidity, y , the coplanarity weakens and completely disappears in the central kinematic region at y y t h r 2 3 . In interaction simulation, the “coplanarization” process is applied after the interaction has been played out in the traditional FANSY 2.0 QGSJ version. In this case, the transverse momenta of the particles are turned towards a randomly chosen coplanarity plane [25,26,27].
The development of a nuclear-electromagnetic cascade in the atmosphere after the first interaction of a PCR particle is simulated within the framework of the scheme originally used for the FANSY 1.0 model [28]. Since all the proposed theoretical models associate the coplanarity phenomenon with proton interactions, vertical EASs from PCR protons with an energy of E 0   ≥ 2 PeV were simulated at the first stage. The energy threshold for registering EAS particles was taken to be E t h r = 200 GeV. When simulating cascades in the atmosphere, events were recorded in which the total energy of all particles of the electromagnetic and hadronic components arriving at the calorimeter surface exceeded 500 TeV.
It should be emphasized that FANSY 2.0 is an ad hoc model, i.e., purely phenomenological, since its physical foundations remain unclear. If we remain within the framework of generally accepted concepts, then theoretical models [17,18,19,20] almost inevitably require large values of the transverse momentum to describe coplanarity (which contradicts the LHC data); otherwise, we would have to assume a decrease in the transverse momentum components directed perpendicular to the coplanarity plane (which does not fit into the framework of modern concepts). Therefore, from a phenomenological point of view, the most suitable physical process is the 3D ↔ 2D evolution [21,22] (hereinafter, for brevity, the 2D hypothesis), reproduced by the FANSY 2.0 2D version.

2.2. On the Lateral Resolution of ADRON-55

Simulation of the detector response is a complex task that requires a lot of computer time. In addition, it is difficult to expect fundamental changes in the results even after a very detailed examination of the detector response. Therefore, at the first stage of the research, the goal of our simulations is to calculate the distribution of the energy fluxes of the electromagnetic and hadronic components arriving at the upper surface of the ADRON-55 detector, within the FANSY 2.0’s QGSJ and 2D versions.
The lateral resolution of the ADRON-55 detector is primarily determined by the resolution of the ionization chambers (ICs), which in each layer are located perpendicular to the ICs in the adjacent layers. The effective width of each IC, ΔIC, is about 11 cm. For the calculations, ΔIC = 10 cm was chosen. To simplify the modeling, it was assumed that the upper surface of the detector consists of cells of 10 × 10 cm2 in size. Obviously, in such a detector, it is possible to determine the coordinates of only a few of the most powerful energy fluxes entering individual cells, and not individual particles. This, in itself, is a very difficult problem, which can be solved by improving the registration system. However, this paper does not address detector response issues. We want to understand whether any differences between EAS subcore characteristics obtained within different models persist at the ADRON-55 calorimeter location level. In particular, the objective of the present modeling was to study the azimuthal characteristics of the most powerful energy flows of the electromagnetic and hadronic components falling on individual cells.

2.3. The “Decascading” Procedure

In order to isolate the energy flows of the EAS subcores falling on individual cells and to combine individual energy flows initiated by genetically related EAS particles, generated in the interactions of more energetic shower particles, into more powerful conventional objects (hereinafter conventionally called “particles”), the work presented in this article uses the so-called “decascading” procedure (see e.g., Ref. [29]) described below.
The so-called decascading parameter ZC is determined. All the “particles” of the event are arranged in order of decreasing energy. We select the “particle” with the lowest energy (this will be, for example, the i-th “particle”). After that, we go through all the paired combinations of the i-th “particle” with other “particles” (with the k-th, l-th, m-th… “particles”). For each pair of “particles” (for the i-th and k-th, for example), the parameter Zik = Rik·(1/Ei + 1/Ek)−1 is calculated. Here, Rik is the distance between the “particles”, Ei and Ek are their energies. If Zik < ZC, and this value is the smallest of all the combinations considered, then the i-th and k-th “particles” are combined into a certain virtual “particle” with energy E* = Ei + Ek and coordinates x* = (xi·Ei + xk·Ek)/E* and y* = (yi·Ei + yk·Ek)/E*, considered further as a single whole. After this, the procedure is repeated, i.e., all the “particles” of the event under consideration (including the new virtual “particle”) are again lined up in order of decreasing energy, after which the “particle” with the lowest energy is selected, for which all paired combinations with other particles are sorted out, and so on.
The physical meaning of this procedure is as follows. At the small ZC, decascading combines electromagnetic particles (e±, γ) into some virtual objects that arose as a result of the development of the EM cascades initiated by individual γ- rays that arose during the decays of π0 mesons. With an increase in ZC by several times, we combine into one object the e± and γ-rays that arose as a result of the development of EM cascades from both γ-rays that arose during the decay of a π0 meson. With a further increase in ZC, e± and γ-rays that arose as a result of the development of EM cascades from γ- rays that arose during the decay of several π0 mesons that were born in one hadron interaction are combined into one object. Decascading at even higher values of ZC combines electromagnetic particles and hadrons into one object. In very simplified terms, as the ZC value increases, we move from the observation level to the beginning of the cascade, i.e., to the first interaction of the PCR particle. The actual effective ZC values depend on the experimental conditions (observation height, registration thresholds, etc.).
For further analysis, three types of events are selected, containing (a) only the electromagnetic component; (b) only the hadronic component; (c) “all”, i.e., the sum of the electromagnetic and hadronic components. These events must satisfy the conditions as follows: (a) ΣEEM ≥ 500 TeV, (b) ΣEh ≥ 500 TeV, (c) ΣEAll ≥ 500 TeV, respectively, with initial multiplicity n0 (Zc = 0) ≥ 4. The initial number of selected events is denoted by M0.
It should be recalled that the number of particles in the γ-ray-hadron family, n0 (Zc = 0), is limited. The number of virtual “particles” of the event, n′(Zc), that can potentially be used to calculate the parameter λN decreases as the value of the parameter Zc increases. At some values of Zc, n′(Zc) becomes less than N. In this case, this event can no longer be used to calculate the parameter λN. Accordingly, in this case, the total number of events selected for consideration, Msel (Zc), also gradually decreases as Zc increases.

2.4. Determining the Coplanarity of an Event

To analyze the alignment of N objects on a detector surface, the parameter λ N = Σ i   j   k N   C o s   2 φ i j k / N N 1 ) ( N 2 ) is used (see [1,4] e.g.,). It decreases from unity (in a case of N objects located on a perfectly direct line) t o λN ≈ −1/(N − 1) (in cases close to isotropic). Here, φ i j k is the angle determined by vectors directed from the k-th object to the i-th object and j-th one.
Therefore, the variable N determines the number of the most powerful coplanar energy fluxes entering the detector cells, which are subject to further consideration.
Events are considered as “coplanar” if the condition λN ≥ λcopl is satisfied for the N most energetic objects of these events. We use the values N = 4 and 6 with λcopl = 0.80, 0.90, and 0.95.

3. Results

As a result of the analysis of γ-ray-hadron families, ZC dependences of the W (ZC, λN ≥ λcopl) probability of observing coplanar events with N most energetic objects were obtained. Here, W (ZC, λN ≥ λcopl) = Mcopl (ZC, λN ≥ λcopl)/Msel (ZC) shows the probability that when using the decascading parameter ZC, Msel (ZC) events are selected for further analysis, of which Mcopl (ZC, λN ≥ λcopl) events satisfy the coplanarity requirement λN ≥ λcopl.
Figure 1 shows the dependence on ZC of the probability of selection (using the λ4 criterion) of the four most powerful coplanar energy flows arriving at the detector cells, W (ZC, λ4 ≥ 0.80), W (ZC, λ4 ≥ 0.90), W (ZC, λ4 ≥ 0.95) (from top to bottom) for the QGSJ (left) and 2D (right) versions of the FANSY 2.0 model for the electromagnetic (“EM”) component, the hadronic (“hadrons”) component, and energy flows that can include particles of both the electromagnetic and hadronic components (“All”) arriving at the same cell.
The errors shown in the figure are statistical. Their growth is due to the decrease in Mcopl (ZC, λN ≥ λcopl) and Msel (ZC) with the growth of the ZC parameter.
A small but stable difference in values of the W (λ4 ≥ 0.80) probability distributions given by QGSJ and 2D versions can be seen. The difference in the W (λ4 ≥ 0.90) distributions in QGSJ and 2D versions is already more noticeable (although it is still small). A more noticeable difference is demonstrated by the W (λ4 ≥ 0.95) distributions. It is significant that the observed excess in the 2D version predictions compared to the QGSJ version predictions occurs only for the hadronic component.
We draw attention to the fact that in both models, the values of the W (ZC, λ4 ≥ λcopl) probability distributions are very small. The experimental values of W (λ4 ≥ λcopl) in XREC experiments [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15] are considered in the range of ~0.2–0.99. However, the values of W (ZC, λ4 ≥ λcopl) probability distributions, shown in Figure 1, do not exceed 0.01 even for λcopl = 0.80, whereas for λcopl = 0.90 and 0.95, the simulated probabilities are even lower.
The fact that the values of the W (ZC, λ4 ≥ λcopl) probabilities, predicted by both the models, do not differ too much, indicates a very important role of fluctuations in the EAS development and their significant influence on the occurrence of background-aligned events at the altitude of the ADRON-55 calorimeter. In addition, the above results show that the sizes of the detector cells (Δx,y = 10 cm) and the corresponding lateral resolution, within which it is necessary to separate the energy flows, are not effective enough to carry out such experiments. The reason is that the higher the energies of the particles (and the subcascades initiated by them), the closer their trajectories are to the shower axis.
The reason is that the higher the energies of the particles (and subcascades initiated by them), the closer to the shower axis the trajectories of these particles are located. In a large part of the events arriving at ADRON-55, the most powerful energy flows with a high probability fall into one cell. For comparison, we recall that in experiments with high-altitude and stratospheric XRECs, the values of the corresponding lateral resolution are much better, namely, Δx,y ~ 1 mm.
Figure 2 shows the dependence on ZC of the probability of separation of events with the six most powerful coplanar energy flows arriving at the detector cells, W (λ6 ≥ 0.8). According to the QGSJ (left) and 2D (right) models for the EM component, the hadronic component and energy flows that can include particles of both components arrive at the same cell (“All”).
One can see a small difference in the W (λ6 ≥ 0.8) probability distributions for the hadronic component in the QGSJ and 2D versions. However, the statistical significance of the results is too low to discuss these results.
With further tightening of the selection conditions (increasing the number of powerful coplanar energy flows under consideration and the values of λcopl), the number of selected events rapidly decreases. In particular, the dependence on ZC of the probability of detecting eight aligned most powerful energy flows arriving at the detector cells was considered, i.e., W (λ8 ≥ 0.8), W (λ8 ≥ 0.9), W (λ8 ≥ 0.95). However, no statistically significant results have been obtained within the framework of both the models, QGSJ and 2D.
Thus, we can hope that we will be able to understand whether coplanar generation of the most energetic particles in the interactions of PCR particles actually exists, if we manage to isolate four or five most powerful energy flows of the hadron component in the EAS cores. Calculations show that with the existing design of the ADRON-55 detector, it is not easy to isolate the effects associated with real coplanar generation of particles (QGP) (regardless of the nature of the physical processes leading to the appearance of QGP). At a minimum, a very large experimental database is required.

4. Conclusions

The obtained preliminary results are intermediate. However, we can draw some preliminary cautious conclusions.
It is necessary to additionally implement a large amount of simulation; in particular, it is necessary to consider the response of the ADRON-55 calorimeter to the passage of EAS particles through it.
The ADRON-55 ionization calorimeter can potentially be used to study the coplanar generation of the most energetic particles in EAS initiated by ultra-high-energy PCR particles.
It will be necessary to accumulate large statistics of experimental data and simulated events.
The hadron component is the most informative EAS component.

Author Contributions

Methodology, R.M., T.S. and V.G.; Software, A.A. (Alia Argynova); Validation, V.Z., V.R. and V.P.; Investigation, A.A. (Aidana Almenova), D.M., K.M., Y.T. and Z.S.; Data curation, V.Z.; Writing—original draft, R.M.; Writing—review & editing, T.S.; Supervision, A.A. (Alia Argynova) and V.R.; Project administration, R.M., T.S., V.G. and A.A. (Alia Argynova). All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the Committee of Science of the Ministry of Science and Higher Education of the Republic of Kazakhstan under Grant No. AP19679396. The amount of funding is 96,220,000 tenge.

Conflicts of Interest

The authors declare that they have no conflict of interest.

References

  1. Pamir Collaboration. Alignment of Cores Distinguished for Energies in Superfamilies; SINP MSU: Moscow, Russia, 1989; no. 89–67/144. [Google Scholar]
  2. Pamir Collaboration. Coplanar emission of high energy γ-rays in interactions of hadrons with nuclei of air atoms at energies above 107 GeV. In Proceedings of the 19th ICRC, La Jolla, CA, USA, 11–23 August 1985; Volume 6, pp. 192–195. [Google Scholar]
  3. Pamir Collaboration. Search for events with coplanar divergence of superhigh energy particles. In Proceedings of the 4th ISVHECRI, Beijing, China, 1986; pp. 429–437. [Google Scholar]
  4. Borisov, A.S.; Guseva, Z.M.; Denisova, V.G.; Karpova, S.A.; Maksimenko, V.M.; Puchkov, V.S.; Slavatinsky, S.A.; Smorodin, Y.A.; Mukhamedshin, R.A. Coplanar emission of high energy particles in super-families with total gamma-quantum energy exceeding 400 TeV. In Proceedings of the 8th ISVHECRI, Tokyo, Japan, 24–30 July 1994; pp. 49–56. [Google Scholar]
  5. Kopenkin, V.V.; Managadze, A.K.; Rakobolskaya, I.V.; Roganova, T.M. Alignment in γ-hadron families of cosmic rays. Phys. Rev. D 1995, 52, 2766–2774. [Google Scholar] [CrossRef] [PubMed]
  6. Xue, L.; Dai, Z.Q.; Li, J.Y. Study on alignment of high energy -hadron family events with iron emulsion chambers. In Proceedings of the 26th International Cosmic Ray Conference, Salt Lake City, UT, USA, 17–25 August 1999; Volume 1, pp. 127–130. [Google Scholar]
  7. Zhu, Q.-Q.; He, Y.D.; Huo, A.X. Interpretation of azimuthal anisotropical gamma-family events observed by mountain emulsion chambers. In Proceedings of the 21st ICRC, Adelaide, Australia, 6–19 January 1990; Volume 8, pp. 306–309. [Google Scholar]
  8. Managadze, A.K.; Osedlo, V.I.; Roganova, T.M.; Sveshnikova, L.G.; Galkin, V.I.; Rakobolskaya, I.V.; Goncharova, L.A.; Kotelnkov, K.A.; Polukhina, N.G. Large transverse momenta in nuclear interaction at E0 > 1016 eV detected in stratosphere. Phys. At. Nucl. 2007, 70, 184–190. [Google Scholar] [CrossRef]
  9. Apanasenko, A.V.; Dobrotin, N.A.; Goncharova, L.A.; Gorjachih, A.A.; Guseva, V.V.; Kotelnikov, K.A. Stratospheric superfamily with ΣEγ ≈ 2·1015 eV. In Proceedings of the 15th ICRC, Plovdiv, Bulgaria, 13–26 August 1977; Volume 7, pp. 220–225. [Google Scholar]
  10. Capdevielle, J.N.; Attallah, R.; Talai, M.C. Coplanar emission in very high energy cosmic ray interactions. J. Phys. G. Nucl. Part. Phys. 1989, 15, 909–912. [Google Scholar] [CrossRef]
  11. Capdevielle, J.N. Unidimensional properties of hadronic matter above 107 GeV. In Proceedings of the 25th ICRC, Durban, South Africa, 28 July–8 August 1997; Volume 6, pp. 57–60. [Google Scholar]
  12. Capdevielle, J.N.; Attallah, R.; Talai, M.C. Coplanar emission in gamma ray families, geometrical and dynamical coincidence or new mechanism? In Proceedings of the 27th ICRC, Hamburg, Germany, 7–15 August 2001; Volume 1, pp. 1410–1413. [Google Scholar]
  13. Capdevielle, J.N.; Attallah, R.; Talai, M.C. Remarkable events and EAS properties in the knee energy region up to the LHC energy range. In Proceedings of the 29th ICRC, Pune, India, 3–10 August 2005; International Union of Pure and Applied Physics: Geneva, Switzerland, 2005; Volume 6, pp. 117–120. [Google Scholar]
  14. Capdevielle, J.N.; Talai, M.C.; Attallah, R. Remarkable events from X ray emulsion chambers and multiple production at LHC Energy. In Proceedings of the 30th Int. Cosmic Ray Conference, Merida, Mexico, 3–11 July 2007; Volume 4, pp. 651–654. [Google Scholar]
  15. Capdevielle, J.N. Multiple production and coplanar emission. Nucl. Phys. B Proc. Suppl. 2001, 97, 126–129. [Google Scholar] [CrossRef]
  16. Mukhamedshin, R.A. On coplanarity of most energetic cores in gamma-ray—Hadron families and hadron interactions at s1/2 > 4 TeV. J. High Energy Phys. 2005, 5, 49. [Google Scholar] [CrossRef]
  17. Wibig, T. Alignment in hadronic interactions. arXiv 2000, arXiv:hep-ph/0003230. [Google Scholar] [CrossRef]
  18. Royzen, I.I. Theoretical approach to alignment phenomenon. Mod. Phys. Lett. A 1994, 9, 3517–3522. [Google Scholar] [CrossRef]
  19. Capdevielle, J.N. Cosmic Ray Interactions near the LHC energy range (approach with XREC at mountain altitude and in the stratosphere). Nucl. Phys. B Proc. Suppl. 2008, 175, 137. [Google Scholar] [CrossRef]
  20. Yuldashbaev, T.S.; Nuritdinov, K.; Chudakov, V.M. Unusual Family Characteristics at Energies above 10 PeV; Nuovo Cimento della Societa Italiana di Fisica, [Sezione]: Bologna, Italy, 2001; Volume 24, pp. 569–572. [Google Scholar]
  21. Anchordoqui, L.; Dai, D.C.; Goldberg, H.; Landsberg, G.; Shaughnessy, G.; Stojkovic, D.; Weiler, T.D. Searching for the Layered Structure of Space at the LHC. Phys. Rev. D 2011, 83, 114046. [Google Scholar] [CrossRef]
  22. Stojkovic, D. Vanishing Dimensions: A Review. Mod. Phys. Lett. A 2013, 28, 1330034. [Google Scholar] [CrossRef]
  23. Lyndon, E.; Bryant, P. LHC Machine. J. Instrum. 2008, 3, S08001. [Google Scholar] [CrossRef]
  24. Iskakov, B.A.; Argynova, A.K.; Beisenova, A.D.; Zhautykov, B.O.; Idrisova, T.K.; Novolodskaya, O.A.; Piscal, V.V.; Ryabov, V.A.; Sadykov, T.K.; Sadykov, J.T.; et al. “HADRON-55” complex setup for study of hadron interactions within the central part of cosmic ray extensive air showers (EAS) cores. J. Instrum. 2020, 15, 12002. [Google Scholar] [CrossRef]
  25. Mukhamedshin, R.A. FANSY 2.0: A Monte Carlo tool for study of superhigh-energy cosmic-ray interactions Proton-proton interactions. Eur. Phys. J. Plus 2019, 134, 584. [Google Scholar] [CrossRef]
  26. Mukhamedshin, R.A. Does superhigh-energy cosmic-ray coplanarity contradict LHC data? Eur. Phys. J. C 2019, 79, 441. [Google Scholar] [CrossRef]
  27. Mukhamedshin, R.A. On connection between the collider long-range near-side “ridge” effect at |η| < 2.4 and cosmic-ray coplanarity of most energetic particles. Eur. Phys. J. C 2022, 82, 155. [Google Scholar] [CrossRef]
  28. Mukhamedshin, R.A. FANSY 1.0: A phenomenological model for simulation of coplanar particle generation in supehigh-energy hadron interactions. Eur. Phys. J. C 2009, 60, 345–358. [Google Scholar] [CrossRef]
  29. Dunaevsky, A.M.; Pashkov, S.V.; Slavatinsky, S.A. Binocular gamma-families and large-pt jets production. In Proceedings of the 18th ICRC, Bangalore, India; 1983; Volume 5, pp. 449–452. [Google Scholar]
Figure 1. Dependence on ZC of the probability of selection of events with four most powerful coplanar energy flows W (λ4 ≥ 0.8), W (λ4 ≥ 0.9) and W (λ4 ≥ 0.95) (from top to bottom) according to the QGSJ (left) and 2D (right) models for the electromagnetic component (“EM”), hadrons (“Hadrons”), and energy flows including particles of all types (“All”).
Figure 1. Dependence on ZC of the probability of selection of events with four most powerful coplanar energy flows W (λ4 ≥ 0.8), W (λ4 ≥ 0.9) and W (λ4 ≥ 0.95) (from top to bottom) according to the QGSJ (left) and 2D (right) models for the electromagnetic component (“EM”), hadrons (“Hadrons”), and energy flows including particles of all types (“All”).
Particles 08 00074 g001
Figure 2. Dependence on ZC of the probability of selection of events with the six most powerful coplanar energy flows W (λ6 ≥ 0.8), according to the QGSJ (left) and 2D (right) models.
Figure 2. Dependence on ZC of the probability of selection of events with the six most powerful coplanar energy flows W (λ6 ≥ 0.8), according to the QGSJ (left) and 2D (right) models.
Particles 08 00074 g002
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Mukhamedshin, R.; Sadykov, T.; Galkin, V.; Argynova, A.; Almenova, A.; Muratov, D.; Makhmet, K.; Zhukov, V.; Ryabov, V.; Piscal, V.; et al. Study of High-Altitude Coplanarity Phenomena in Super-High-Energy EAS Cores with a Thick Calorimeter. Particles 2025, 8, 74. https://doi.org/10.3390/particles8030074

AMA Style

Mukhamedshin R, Sadykov T, Galkin V, Argynova A, Almenova A, Muratov D, Makhmet K, Zhukov V, Ryabov V, Piscal V, et al. Study of High-Altitude Coplanarity Phenomena in Super-High-Energy EAS Cores with a Thick Calorimeter. Particles. 2025; 8(3):74. https://doi.org/10.3390/particles8030074

Chicago/Turabian Style

Mukhamedshin, Rauf, Turlan Sadykov, Vladimir Galkin, Alia Argynova, Aidana Almenova, Dauren Muratov, Khanshaiym Makhmet, Valery Zhukov, Vladimir Ryabov, Vyacheslav Piscal, and et al. 2025. "Study of High-Altitude Coplanarity Phenomena in Super-High-Energy EAS Cores with a Thick Calorimeter" Particles 8, no. 3: 74. https://doi.org/10.3390/particles8030074

APA Style

Mukhamedshin, R., Sadykov, T., Galkin, V., Argynova, A., Almenova, A., Muratov, D., Makhmet, K., Zhukov, V., Ryabov, V., Piscal, V., Tautayev, Y., & Sadykov, Z. (2025). Study of High-Altitude Coplanarity Phenomena in Super-High-Energy EAS Cores with a Thick Calorimeter. Particles, 8(3), 74. https://doi.org/10.3390/particles8030074

Article Metrics

Article metric data becomes available approximately 24 hours after publication online.
Back to TopTop