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Detection of Gamma-Rays from the Protostellar Jet in the HH 80–81 System
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作者 Da-Hai Yan Jia-Neng Zhou Peng-Fei Zhang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2022年第2期183-188,共6页
Considering that the existence of relativistic particles in the protostellar jet has been confirmed by the detection of linearly polarized radio emission from the HH 80–81 jet,we search for gamma-rays from the HH 80... Considering that the existence of relativistic particles in the protostellar jet has been confirmed by the detection of linearly polarized radio emission from the HH 80–81 jet,we search for gamma-rays from the HH 80–81 system using ten-year Fermi-LAT observations.A significant point-likeγ-ray excess is found in the direction of the HH80–81 system with the Test-Statistic value>100,which is likely produced in the HH 80–81 jet.Theγ-ray spectrum extends only to 1 Ge V with a photon index of 3.5.No significant variability is found in the gamma-ray emission.It is discussed that the properties of HH 80–81 jet suffice for producing the observedγ-rays. 展开更多
关键词 gamma-rays:ISM-ISM:jets and outflows radiation mechanisms:non-thermal stars:protostars
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Evaluation of Major Factors Affecting Spatial Resolution of Gamma-Rays Camera
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作者 Hongwei Xie Jianhua Zhang +4 位作者 Jinchuan Chen Faqiang Zhang Linbo Li Jianming Qi Yanyun Chu 《Journal of Analytical Sciences, Methods and Instrumentation》 2013年第4期227-233,共7页
The spatial resolution of the gamma-rays camera was measured on a60Co gamma-rays source with edge method. The gamma-rays camera is consisting with rays-fluorescence convertor, optical imaging system, MCP image intensi... The spatial resolution of the gamma-rays camera was measured on a60Co gamma-rays source with edge method. The gamma-rays camera is consisting with rays-fluorescence convertor, optical imaging system, MCP image intensifier, CCD camera, electronic control system and other devices, and is mainly used in the image diagnostics of the intense pulse radiation sources [1]. Due to the relatively big quantum detective efficiency (DQE) and quantum gain of the gamma-rays, etc., the experimental data were processed by averaging multiple images and fitting curves. According to the experimental results, the spatial resolution MTF (modulation transfer function) at the 10% intensity was about 2lp/mm. Meanwhile, because of the relatively big dispersion effects of the fluorescence transmissions in the scintillator and the optical imaging system, the maximal single-noise ratio (SNR) of the camera was found to be about 5:1. In addition, the spatial resolution of the camera was measured with pulse X-rays with 0.3MeV in average energy and exclusion of the effects of secondary electrons from consideration. Accordingly, the spatial resolution MTF at the 10% intensity was about 5lp/mm. This could be an additional evidence to verify the effects of secondary electrons induced by the 1.25MeV gamma-rays in the scintillator upon the spatial resolution. Based on our analysis, the dispersion sizes of the secondary electrons in the scintillator are about 0.4mm-0.6mm. Comparatively, as indicated by the detailed analysis of the spatial resolutions of the MCP image intensifier and CCD devices, both of them have little effect on the spatial resolution of the gamma-rays camera that could be well neglected. 展开更多
关键词 gamma-rays CAMERA Point Spread Function (PSF) gamma-rays IMAGE Detector Scintillator MCP IMAGE INTENSIFIER CCD
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Diffuse emission of TeV neutrinos and gamma-rays from young pulsars by photomeson interaction in the Galaxy
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作者 Zhi-Xiong Li Gui-Fang Lin Wei-Wei Na 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2013年第9期1097-1106,共10页
It is generally believed that young, rapidly rotating pulsars are important sites of particle acceleration, in which protons can be accelerated to relativistic energy above the polar cap region if the magnetic moment ... It is generally believed that young, rapidly rotating pulsars are important sites of particle acceleration, in which protons can be accelerated to relativistic energy above the polar cap region if the magnetic moment is antiparallel to the spin axis (μ·Ω 〈 0). To obtain diffuse neutrinos and gamma-rays at TeV that originate in our Galaxy, we use the Monte Carlo method to generate a sample of young pulsars with ages less than 106 yr in our galaxy; the neutrinos and high-energy gamma-rays can be produced through a photomeson process with the interaction of energetic protons and soft X-ray photons (p +γ→△+→n+π+/p+π0) for a single pulsar, and these X-ray photons come from the surface of the neutron star. The results suggest that the flux of diffuse neutrinos at TeV energies is lower than the background flux, indicating they are difficult to detect using current neutrino telescopes. 展开更多
关键词 pulsars: general -- stars: neutron -- neutrinos and gamma-rays stars --elementary: neutrinos
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Measurement of Gamma-Rays Using Smartphones 被引量:3
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作者 Sandy Tith Nares Chankow 《Open Journal of Applied Sciences》 2016年第1期31-37,共7页
The CMOS (Complementary Metal Oxide Semiconductor) image sensor of a smartphone has been known for its sensitivity to gamma-rays. In this research, some smartphones were selected and tested for measurement of gamma-ra... The CMOS (Complementary Metal Oxide Semiconductor) image sensor of a smartphone has been known for its sensitivity to gamma-rays. In this research, some smartphones were selected and tested for measurement of gamma-rays emitted from Cesium-137 and Iridium-192 sources. During measurements, the phones were set in video mode while the camera lenses were covered with black adhesive tape to prevent light exposure. Interaction of gamma-rays with the CMOS appeared as flashing bright spots on the image. The bright spots were then counted by using the freely available ImageJ software. Preliminary results indicated that the number of bright spots increased linearly with increase of gamma-ray dose rate. An in-house Android application software was then developed for real-time counting of the bright spots. The application software also allowed users to input a calibration equation so that the phones could simultaneously convert the count rate to display in dose rate. This research demonstrated that, after appropriate calibration, smartphones could be used as gamma-ray measuring devices for radiation safety control involving high activity sources such as in industrial radiography, gamma-ray irradiation facility and medical treatment. 展开更多
关键词 GAMMA-RAY Dose Rate Smartphones Radiation Safety Industrial Radiography CMOS Image Sensor Cesium-137 Iridium-192 Android
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Gamma-Rays in Association with the Rocket-Triggered Lightning Caused by Neutron Bursts
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作者 Gerson S. Paiva Carlton A. Taft +1 位作者 Marcos C. Carvalho Nelson C. Furtado 《Atmospheric and Climate Sciences》 2013年第4期459-464,共6页
In this work, it shows that nuclear reactions in lightning channel, which are produced by the deuterium-deuterium (D-D) and deuterium-tritium (D-T) nuclear reactions, represent a plausible mechanism for gamma-ray burs... In this work, it shows that nuclear reactions in lightning channel, which are produced by the deuterium-deuterium (D-D) and deuterium-tritium (D-T) nuclear reactions, represent a plausible mechanism for gamma-ray bursts observed at ground. Gamma-ray emissions from lightning can be explained by neutron inelastic scattering in the air. Neutrons (produced in lightning channel) will delay a definitive time (~33 ms) to cover the atmosphere before hitting a molecule and producing gamma rays, which is somewhat longer than the gamma-ray time delay (~20 ms) observed at ground. 展开更多
关键词 GAMMA-RAY DEUTERIUM Rocket-Triggered LIGHTNING Nuclear Fusion
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Effect of gamma-rays on recombination dynamics and defect concentration in a wide bandgap perovskite
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作者 Aleksandra G.Boldyreva Marina M.Tepliakova +6 位作者 Artyom V.Novikov Vladimir G.Petrov Olga Parfenova Alexander A.Golubnichiy Anton Vasilev Danila Saranin Keith J.Stevenson 《Light(Advanced Manufacturing)》 2024年第4期136-145,共10页
Herein,we have explored the recombination dynamics and defect concentration of a mixed cation mixed halide perovskite Cs_(0.17)FA_(0.83)PbI_(1.8)Br_(1.2)with 1.75 eV bandgap after exposure to a gamma-ray source(2.5 Gy... Herein,we have explored the recombination dynamics and defect concentration of a mixed cation mixed halide perovskite Cs_(0.17)FA_(0.83)PbI_(1.8)Br_(1.2)with 1.75 eV bandgap after exposure to a gamma-ray source(2.5 Gy/min).We used photoluminescent spectroscopy to observe changes in recombination dynamics on perovskite films,impedance spectroscopy to reveal the contribution of interface recombination,and admittance spectroscopy to define the activation energy and concentration of defects.It was revealed that moderate doses(up to 10 kGy)passivate defects with activation energy≈0.5 eV and at the same time form new defects that cause dramatic growth of the diffusion coefficient and migration of mobile ions.These two processes with opposite direction result in high radiation tolerance of the studied material and solar cells up to 10 kGy.Doses above 10 kGy are detrimental for perovskite solar cells,mainly due to the growing role of interface recombination.The results encourage the use of the wide bandgap perovskite Cs_(0.17)FA_(0.83)PbI_(1.8)Br_(1.2)as a material for tandem solar cells with potential applications in a space environment. 展开更多
关键词 Perovskite solar cells Radiation tolerance gamma-rays Wide bandgap perovskite material Tandem solar cells
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Solar hard X-rays and gamma-rays
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作者 甘为群 常进 +1 位作者 李友平 林春梅 《Science China Mathematics》 SCIE 2002年第z1期30-35,共6页
We briefly introduce our recent work on the spectral evolution of energetic protons, the beam property of accelerated electrons, the gamma-ray flare classification, the temporal features of the annihilation line, the ... We briefly introduce our recent work on the spectral evolution of energetic protons, the beam property of accelerated electrons, the gamma-ray flare classification, the temporal features of the annihilation line, the hard X-ray delayed events, the hydrodynamic process, and the continuum emission in solar flares. 展开更多
关键词 SOLAR flare X-ray gamma-ray ENERGETIC particle.
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On the detectability of Galactic dark matter annihilation into monochromatic gamma-rays
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作者 唐志成 袁强 +1 位作者 毕效军 陈国明 《Chinese Physics C》 SCIE CAS CSCD 2011年第8期725-734,共10页
Monochromatic y-rays are thought to be the smoking gun signal for identifying dark matter annihilation. However, the flux of monochromatic y-rays is usually suppressed by virtual quantum effects since dark matter shou... Monochromatic y-rays are thought to be the smoking gun signal for identifying dark matter annihilation. However, the flux of monochromatic y-rays is usually suppressed by virtual quantum effects since dark matter should be neutral and does not couple with y-rays directly. In this work, we study the detection strategy of the monochromatic y-rays in a future space-based detector. The flux of monochromatic y-rays between 50 GeV and several TeV is calculated by assuming the supersymmetric neutralino as a typical dark matter candidate. The detection both by focusing on the Galactic center and in a scan mode that detects y-rays from the whole Galactic halo are compared. The detector performance for the purpose of monochromatic y-ray detection, with different energy and angular resolution, field of view, and background rejection efficiencies, is carefully studied with both analytical and fast Monte-Carlo methods. 展开更多
关键词 dark matter line emission GAMMA-RAY DETECTABILITY
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New Insights on Gamma-Ray Burst Radiation Mechanisms from Multiwavelength Observations
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作者 Yu-Hua Yao Fang-Sheng Min +1 位作者 Shi Chen Yi-Qing Guo 《Research in Astronomy and Astrophysics》 2025年第2期1-10,共10页
The study of high-energy gamma-ray emission from gamma-ray bursts(GRBs)involves complex synchrotron radiation and synchrotron self-Compton(SSC)scattering mechanisms with multiple parameters exhibiting a wide distribut... The study of high-energy gamma-ray emission from gamma-ray bursts(GRBs)involves complex synchrotron radiation and synchrotron self-Compton(SSC)scattering mechanisms with multiple parameters exhibiting a wide distribution.Recent advancements in GRB research,particularly the observation of very high energy(VHE,>100 Ge V)radiation,have ushered in a new era of multiwavelength exploration,offering fresh perspectives and limitations for understanding GRB radiation mechanisms.This study aimed to leverage VHE observations to refine constraints on synchrotron+SSC radiation from electrons accelerated by forward shocks.By analyzing two external environments—the uniform interstellar medium and stratified stellar wind medium,we conducted spectral and variability fitting for five specific bursts(GRB 180720B,GRB 190114C,GRB 190829A,GRB 201216C,and GRB 221009A)to identify the optimal parameters characterizing these events.A comparative analysis of model parameter distributions with and without VHE radiation observations reveals that the magnetic energy equipartition factorεBis more concentrated with VHE emissions.This suggests that VHE emissions may offer greater constraints on this microphysical parameter.Additionally,we found that the energy budget between VHE and ke V–Me Vγ-ray emissions under the SSC radiation exhibits an almost linear relationship,which may serve as a tool to differentiate radiation mechanisms.We anticipate future statistical analyses of additional VHE bursts to validate our findings. 展开更多
关键词 (transients:)gamma-ray bursts radiation mechanisms:non-thermal gamma-rays:ISM
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Multi-wavelength Study for Gamma-Ray Nova V1405 Cas
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作者 Zi-Wei Ou Pak-Hin Thomas Tam +2 位作者 Hui-Hui Wang Song-Peng Pei Wen-Jun Huang 《Research in Astronomy and Astrophysics》 2025年第2期224-231,共8页
Novae are found to have GeV to TeVγ-ray emission,which reveals the shock acceleration from the white dwarfs.Recently,V1405 Cas was reported to radiate suspiciousγ-ray by Fermi-LAT with low signi?cance(4.1σ)after th... Novae are found to have GeV to TeVγ-ray emission,which reveals the shock acceleration from the white dwarfs.Recently,V1405 Cas was reported to radiate suspiciousγ-ray by Fermi-LAT with low signi?cance(4.1σ)after the optical maximum.Radio observations reveal that it is one of the?ve brightest novae surrounded by low-density ionized gas columns.Here we report a continuous search for GeVγ-ray from Fermi-LAT.Noγ-ray was found.For V1405 Cas the?ux level is lower than other well-studied Fermi novae,and theγ-ray maximum appears at t0+145 days.γ-ray of V1405 Cas is used to search potentialγ-ray periodicity.Noγ-ray periodicity was found during the time of observation.By comparing multi-wavelength data,theγ-ray upper limit to optical?ux ratio with a value at around 10^(-4)is obtained to constrain the shock acceleration.Long-term analysis from Swift-XRT gets X-ray spectral in the post-shock phase,which indicates that V1405 Cas became a super-soft source.The best-?t black body temperature at the super soft state is 0.11-0.19 keV. 展开更多
关键词 gamma-rays:general (stars:)novae cataclysmic variables (stars:)white dwarfs
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Formation and Evolution of Stars and Galaxies in the Cosmic Environment 被引量:1
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作者 Cui-xiang Zhong 《Journal of Environmental Science and Engineering(B)》 2025年第2期53-64,共12页
With the advancement of astronomical observation technology,people have a deeper understanding of the formation and evolution of galaxies,but many details of our own Milky Way and other external galaxies are still unk... With the advancement of astronomical observation technology,people have a deeper understanding of the formation and evolution of galaxies,but many details of our own Milky Way and other external galaxies are still unknown.Therefore,by studying the formation and orbital transformation mechanism of satellites,planets and stars,the author puts forward a new theory on the formation and evolution of stars and galaxies,thus revealing the hierarchical structure of galaxies and the formation and evolution laws of main sequence stars,red giants,white dwarfs,black dwarfs,supernovae,neutron stars,black holes and quasars.Some special phenomena in the course of star formation and evolution,such as sunspots,flares,fast radio bursts and gamma-ray bursts,have also been revealed. 展开更多
关键词 SUNSPOT red giant White Dwarf SUPERNOVA neutron star QUASAR fast radio burst gamma-ray burst.
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AXPs/SGRs:strange stars with crusts?
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作者 Guojun Qiao Lunhua Shang +5 位作者 Renxin Xu Kejia Lee Yongquan Xue Qijun Zhi Jiguang Lu Juntao Bai 《中国科学技术大学学报》 北大核心 2025年第4期2-12,1,I0001,共13页
The emission of anomalous X-ray pulsars(AXPs)and soft gamma-ray repeaters(SGRs)is believed to be powered by the dissipation of their strong magnetic fields,which coined the name“magnetar”.By combining timing and ene... The emission of anomalous X-ray pulsars(AXPs)and soft gamma-ray repeaters(SGRs)is believed to be powered by the dissipation of their strong magnetic fields,which coined the name“magnetar”.By combining timing and energy observational results,the magnetar model can be easily appreciated.From a timing perspective,the magnetic field strengths of AXPs and SGRs,which are calculated under the assumption of dipole radiation,are extremely strong.From an energy perspective,the X-ray/soft gamma-ray luminosities of AXPs and SGRs are larger than their rotational energy loss rates(i.e.,L_(x>E_(rot)).It is thus reasonable to assume that the high-energy radiation comes from magnetic energy decay,and the magnetar model has been extensively discussed(or accepted).However,we argue that:(ⅰ)Calculating magnetic fields by assuming that rotational energy loss is dominated by dipole radiation(i.e.,E_(rot)■E_(μ))may be controversial,and we suggest that the energies carried by outflowing particles should also be considered.(ⅱ)The fact that X-ray luminosity is greater than the rotational energy loss rate does not necessarily mean that the emission energy comes from the magnetic field decaying,which requires further observational testing.Furthermore,some observational facts conflict with the“magnetar”model,such as observations of anti-magnetars,high magnetic field pulsars,and radio and X-ray observations of AXPs/SGRs.Therefore,we propose a crusted strange star model as an alternative,which can explain many more observational facts of AXPs/SGRs. 展开更多
关键词 PULSARS anomalous X-ray pulsars soft gamma-ray repeaters MAGNETARS strange stars
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GRB 240825A:Early Reverse Shock and Its Physical Implications
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作者 Chao Wu Yun Wang +84 位作者 Hua-Li Li Li-Ping Xin Dong Xu Benjamin Schneider Antonio de Ugarte Postigo Gavin Lamb Andrea Reguitti Andrea Saccardi Xing Gao Xing-Ling Li Qiu-Li Wang Bing Zhang Jian-Yan Wei Shuang-Nan Zhang Frédéric Daigne Jean-Luc Atteia Maria-Grazia Bernardini Hong-Bo Cai Arnaud Claret Bertrand Cordier Jin-Song Deng Olivier Godet Diego Götz Xu-Hui Han Zhe Kang Guang-Wei Li Zhen-Wei Li Cheng-Zhi Liu Xiao-Meng Lu You Lv Julian P Osborne Jesse T.Palmerio Yu-Lei Qiu Stéphane Schanne Damien Turpin Susanna Diana Vergani Jing Wang Yu-Jie Xiao Wen-Jin Xie Yang Xu Zhu-Heng Yao Pin-Pin Zhang Ruo-Song Zhang Cheng-Wei Zhu Riccardo Brivio Stefano Covino Paolo D’Avanzo Matteo Ferro Andrea Melandri Andrea Rossi JoséFeliciano AgüíFernández Christina C.Thöe Chun-Hai Bai Ali Esamdin Abdusamatjan Iskandar Shahidin Yaqup Yu Zhang Tu-Hong Zhong Shao-Yu Fu Shuai-Qing Jiang Xing Liu Jie An Zi-Pei Zhu Jia-Xin Cao En-Wei Liang Da-Bin Lin Xiang-Gao Wang Guo-Wang Du Xin-Zhong Er Yuan Fang Xiao-Wei Liu Christophe Adami Michel Dennefeld Emeric Le Floc’h Johan Peter Uldall Fynbo Páll Jakobsson Daniele Bjøn Malesani Zhi-Ping Jin Jia Ren Hao Wang Da-Ming Wei Hao Zhou Sergio Campana Shiho Kobayashi Massimiliano De Pasquale 《Research in Astronomy and Astrophysics》 2025年第10期129-143,共15页
Early multiwavelength observations offer crucial insights into the nature of the relativistic jets responsible for gamma-ray bursts and their interaction with the surrounding medium.We present data of GRB 240825A from... Early multiwavelength observations offer crucial insights into the nature of the relativistic jets responsible for gamma-ray bursts and their interaction with the surrounding medium.We present data of GRB 240825A from 17 space-and ground-based telescopes/instruments,covering wavelengths from NIR/optical to X-ray and GeV,and spanning from the prompt emission to the afterglow phase triggered by Swift and Fermi.The early afterglow observations were carried out by SVOM/C-GFT,and spectroscopic observations of the afterglow by GTC,VLT,and TNG determined the redshift of the burst(z=0.659)later.A comprehensive analysis of the prompt emission spectrum observed by Swift-BAT and Fermi-GBM/LAT reveals a rare and significant high-energy cutoff at 76 MeV.Assuming this cutoff is due toγγabsorption allows us to place an upper limit on the initial Lorentz factor,Γ_(0)<245.The optical/NIR and GeV afterglow light curves can be described by the standard external shock model,with early-time emission dominated by a reverse shock(RS)and a subsequent transition to forward shock(FS)emission.Our afterglow modeling yields a consistent estimate of the initial Lorentz factor(Γ_(0)∼234).Furthermore,the RS-to-FS magnetic field ratio(R 302B)indicates that the RS region is significantly more magnetized than the FS region.An isotropic-equivalent kinetic energy of E_(k,iso)=5.25×10^(54) erg is derived,and the correspondingγ-ray radiation efficiency is estimated to beη_(γ)=3.1%.On the other hand,the standard afterglow model cannot reproduce the X-ray light curve of GRB 240825A,calling for improved models to characterize all multiwavelength data. 展开更多
关键词 (stars )gamma-ray burst INDIVIDUAL (GRB 240825A)-(stars )gamma-ray burst general-(transient )gamma-ray bursts
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Prospects for searching for sterile neutrinos with gravitational wave and γ-ray burst joint observations
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作者 Lu Feng Tao Han +1 位作者 Jing-Fei Zhang Xin Zhang 《Communications in Theoretical Physics》 2025年第6期169-180,共12页
Sterile neutrinos can influence the evolution of the Universe,and thus cosmological observations can be used to detect them.Future gravitational-wave(GW)observations can precisely measure absolute cosmological distanc... Sterile neutrinos can influence the evolution of the Universe,and thus cosmological observations can be used to detect them.Future gravitational-wave(GW)observations can precisely measure absolute cosmological distances,helping to break parameter degeneracies generated by traditional cosmological observations.This advancement can lead to much tighter constraints on sterile neutrino parameters.This work provides a preliminary forecast for detecting sterile neutrinos using third-generation GW detectors in combination with future shortγ-ray burst observations from a THESEUS-like telescope,an approach not previously explored in the literature.Both massless and massive sterile neutrinos are considered within theΛCDM cosmology.We find that using GW data can greatly enhance the detection capability for massless sterile neutrinos,reaching 3σlevel.For massive sterile neutrinos,GW data can also greatly assist in improving the parameter constraints,but it seems that effective detection is still not feasible. 展开更多
关键词 sterile neutrino gravitational wave standard siren short gamma-ray burst cosmological observation
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Polypropylene-based blend with enhanced breakdown strength under gamma-ray irradiation for cable insulation
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作者 Bai-Xin Liu Yu Gao +5 位作者 Jing Li Chen-Yi Guo Bo-Sen Si Jun-Guo Gao Yu Chen Bo-Xue Du 《Nuclear Science and Techniques》 2025年第1期35-48,共14页
This study focuses on the electrical properties and microstructure of polypropylene(PP)-based blends used for cable insulation in nuclear power plants(NPPs).The PP-based blend,comprising isotactic PP and propylene-bas... This study focuses on the electrical properties and microstructure of polypropylene(PP)-based blends used for cable insulation in nuclear power plants(NPPs).The PP-based blend,comprising isotactic PP and propylene-based elastomer(PBE)at concentrations ranging from 0 to 50 wt%,underwent a melt blending process and subsequent cobalt-60 gamma-ray irradiation with doses ranging from 0 to 250 kGy.Electrical conductivity,trap distribution,and alternating(AC)breakdown strength were chosen to assess the insulation performance.These results indicate that the addition of PBE significantly improves the electrical properties of PP under irradiation.For PP,the electrical conductivity increased with irradiation,whereas the trap depth and breakdown strength decreased sharply.Conversely,for the blend,these changes initially exhibit opposite trends.When the irradiation was increased to 250 kGy,the AC breakdown strength of the blend improved by more than 21%compared to that of PP.The physical and chemical structures of the samples were investigated to explore the improvement mechanisms.The results offer insights into the design of new cable-insulation materials suitable for NPPs. 展开更多
关键词 Nuclear power plant Cable insulation POLYPROPYLENE Electrical properties Gamma-ray irradiation
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Continuum estimation in low-resolution gamma-ray spectra based on deep learning
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作者 Ri Zhao Li-Ye Liu +5 位作者 Xin Liu Zhao-Xing Liu Run-Cheng Liang Ren-Jing Ling-Hu Jing Zhang Fa-Guo Chen 《Nuclear Science and Techniques》 2025年第2期5-17,共13页
In this study,an end-to-end deep learning method is proposed to improve the accuracy of continuum estimation in low-resolution gamma-ray spectra.A novel process for generating the theoretical continuum of a simulated ... In this study,an end-to-end deep learning method is proposed to improve the accuracy of continuum estimation in low-resolution gamma-ray spectra.A novel process for generating the theoretical continuum of a simulated spectrum is established,and a convolutional neural network consisting of 51 layers and more than 105 parameters is constructed to directly predict the entire continuum from the extracted global spectrum features.For testing,an in-house NaI-type whole-body counter is used,and 106 training spectrum samples(20%of which are reserved for testing)are generated using Monte Carlo simulations.In addition,the existing fitting,step-type,and peak erosion methods are selected for comparison.The proposed method exhibits excellent performance,as evidenced by its activity error distribution and the smallest mean activity error of 1.5%among the evaluated methods.Additionally,a validation experiment is performed using a whole-body counter to analyze a human physical phantom containing four radionuclides.The largest activity error of the proposed method is−5.1%,which is considerably smaller than those of the comparative methods,confirming the test results.The multiscale feature extraction and nonlinear relation modeling in the proposed method establish a novel approach for accurate and convenient continuum estimation in a low-resolution gamma-ray spectrum.Thus,the proposed method is promising for accurate quantitative radioactivity analysis in practical applications. 展开更多
关键词 Gamma-ray spectrum Continuum estimation Deep learning Convolutional neural network End-to-end prediction
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A possible evidence of pion condensation
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作者 Wei Zhu Yuchen Tang +1 位作者 Lei Feng Fengyao Hou 《Communications in Theoretical Physics》 2025年第8期94-99,共6页
This work demonstrates that once a large number of pion is condensed in a high-energy hadron collision, the gamma-ray spectrum from π0decay takes on a typical broken power-law shape, which has been documented in many... This work demonstrates that once a large number of pion is condensed in a high-energy hadron collision, the gamma-ray spectrum from π0decay takes on a typical broken power-law shape, which has been documented in many astronomical observations, but we have not yet recognized it. We show that this pion condensation is caused by a large number of soft gluons condensed in protons. 展开更多
关键词 gamma-ray astronomy nuclear physics ultra-high-energy cosmic radiation pion condensation
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Application of deep learning methods to high-energy astrophysics
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作者 Ziwei Ou 《Astronomical Techniques and Instruments》 2025年第1期44-51,共8页
High-energy gamma-ray astronomy,at frequencies of 100 MeV to 100 GeV,yields insights into the fields of compact objects,extreme processes,and particle propagation.Thousands of gamma-ray sources have been detected by t... High-energy gamma-ray astronomy,at frequencies of 100 MeV to 100 GeV,yields insights into the fields of compact objects,extreme processes,and particle propagation.Thousands of gamma-ray sources have been detected by the Fermi Gamma-ray Space Telescope,many without any known counterpart at other wavelengths or clear identification of the source.Deep learning algorithms have been successfully applied to a variety of problems in astronomy.In this paper,I give some typical examples for classifying Fermi sources with deep learning methods,to show how such techniques can improve capability to unveil the nature of high-energy gamma-ray sources. 展开更多
关键词 Gamma-ray astronomy Pulsar Active galactic nucleus Deep learning
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Prototype of a deep-sea in-situ neutron activation spectrometer for polymetallic nodule and crust exploration
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作者 Xiao-Hu Wang Ping Cao +2 位作者 Bin Zhou Yuan-Da Wang Yu Zhu 《Nuclear Science and Techniques》 2025年第9期116-128,共13页
In-situ exploration of deep-sea seabed resources is a valuable research direction.Neutron activation-based in-situ exploration methods for seabed polymetallic nodules or crust resources are theoretically feasible beca... In-situ exploration of deep-sea seabed resources is a valuable research direction.Neutron activation-based in-situ exploration methods for seabed polymetallic nodules or crust resources are theoretically feasible because of the high content and high neutron capture cross-section of manganese in these nodules or crusts.However,to date,only a few relevant studies have been conducted.In this study,a prototype deep-sea in-situ neutron activation spectrometer(DINAS)was designed for resource exploration.Through an analysis of the principles of the spectrometer combined with Monte Carlo simulations of the physical principles and finite element simulations of deep-sea pressure,the structure and fundamental components of the spectrometer were determined.The inner core of the spectrometer comprised three components:a compact neutron generator for neutron production,gamma-ray detectors,and an electronics system.The gamma-ray detector array of the spectrometer consisted of LaBr_(3)and Bi_(4)Ge_(3)O_(12)scintillation crystals coupled with silicon photomultiplier arrays.The electronics system was divided into two modules to implement the SiPM readout and digital signal analysis along the modular design lines.The experimental activation of neutron beamlines at the China Spallation Neutron Source demonstrated the capability of the spectrometer detectors to detect activated gamma-rays and showed that the spectrometer achieved an energy resolution of 2.8%at 847 keV for the LaBr_(3)detector and 6.7%at 2.113 MeV for the BGO detector.The laboratory model experiment tested the functionality of the spectrometer prototype,whereas the Geant4 simulation verified the reliability of the Monte Carlo method.The method and prototype proposed in this study proved feasible for the in-situ detection of polymetallic nodules or crusts in deep-sea environments. 展开更多
关键词 Gamma-ray detector Neutron activation Readout electronics
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The shadow and gamma-ray bursts of a Schwarzschild black hole in asymptotic safety
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作者 Yuxuan Shi Hongbo Cheng 《Communications in Theoretical Physics》 2025年第2期119-129,共11页
The effects and rules of the dimensionless parameterξon neutrino annihilation v+v→e^(-)+e^(+)dominated gamma-ray bursts are analysed and investigated within the context of black holes in asymptotic safety.We also co... The effects and rules of the dimensionless parameterξon neutrino annihilation v+v→e^(-)+e^(+)dominated gamma-ray bursts are analysed and investigated within the context of black holes in asymptotic safety.We also computationally model photon orbits around black holes,as photons and neutrinos have the same geodesic equations near black holes.We show that the black hole shadow radius decreases with increasingξ.Calculations are made to determine the temperature of the accretion disk surrounding the black hole and the ratio Q/Q_(Newt)of energy deposition per unit time and compared to that of the Newtonian scenario.The accretion disk temperature peaks at a higher temperature due to quantum gravity corrections,which increases the probability of neutrino emission from the black hole.It is interesting to note that larger quantum gravity effects cause the ratio value to significantly decline.In the neutrinoantineutrino annihilation process,the energy deposition rate is sufficient even while the energy conversion is inhibited because of quantum corrections.Gamma-ray bursts might originate from the corrected annihilation process.Additionally,we examine the derivative dQ/dr about the star radius r.The findings demonstrate that the ratio is lowered by the black hole's quantum influence.The neutrino pair annihilation grows weaker the more prominent the influence of quantum gravity. 展开更多
关键词 quantum gravity black hole gamma-ray burst
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