高能暂现源 · 每日文献综述

HIGH-ENERGY TRANSIENTS · DAILY LITERATURE REVIEW
2026 年 6 月 22 日 星期一 · 数据截至 arXiv / ADS 最新收录日

本页经 4 次补录 · · · ·

I.

今日头条

No Breaking · 无突发
今日无通过复核的重大进展

当日 7 篇核心与相关文献均为常规推进,核心 4 篇已按优先级列于下方。

II.

核心文献

4 篇
0108-20 补录
优先级 85 · 伽马暴 GRB · GRB 宇宙学 · 机器学习方法

Unveiling Nonlinear Patterns between Gamma-Ray Burst Observational Features and Redshift via Machine Learning

利用机器学习揭示伽马射线暴观测特征与红移之间的非线性模式

Qi Guo

原文摘要Abstract

The study of multifeature cosmological correlations in gamma-ray bursts (GRBs) holds significant importance for establishing them as effective cosmological probes. As GRB observational datasets continually grow, the limitations of traditional linear models in handling multidimensional, nonlinear, and heavily selection-biased data have become increasingly apparent. And the calculation of intrinsic features heavily depends on specific physical models, which introduces prior biases. Thus, this study avoids strong reliance on physical models by starting directly from raw observational data and employing machine learning to autonomously uncover the nonlinear patterns linking redshift to observational features. Given the complexity of GRBs, traditional network models suffer from issues such as underfitting, weak feature interaction capabilities, and unstable training. We thus propose a hybrid model integrating XGBoost with a deep cross network (DCN), leveraging XGBoost's strength in efficient nonlinear transformation and feature interaction capture alongside DCN's capacity for automatic high-order interaction modeling through a fusion correction strategy and optimization mechanism to enhance training stability. Using public Swift satellite GRB data, we construct an input space of diverse observational features and systematically evaluate model performance via K-fold cross validation. Experimental results show that the proposed hybrid model can capture nonlinear relationships between multiobservational GRB features and redshift, outperforming linear regression and single-network baselines under the current sample. Regression diagnostics, normality tests, and correlation analyses further indicate that the residuals are approximately normal and that the predicted redshifts exhibit a statistically significant positive correlation with true values. Overall, this study provides a data-driven pathway to circumvent the limitations of traditional methods in addressing model dependence.

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AI 综述 AI-generated · 以原文为准
亮点

创新在于混合 XGBoost 与深度交叉网络,通过融合校正策略和优化机制提升训练稳定性,并在当前样本上优于线性回归和单一网络基线。

脉络与展望

传统 GRB 宇宙学相关研究多采用线性模型,且内禀特征计算高度依赖具体物理模型,容易引入先验偏差。随着 Swift 等公开 GRB 观测样本不断增长,数据驱动方法为处理高维、非线性和选择偏差严重的数据提供了新路径。本文从原始观测特征出发,构建 XGBoost+DCN 混合模型,经 K 折交叉验证表明预测红移与真值显著正相关,残差近似正态。未来可结合更大样本和多信使观测,进一步提升模型可解释性与稳健性,推动 GRB 成为更可靠的宇宙学探针。

接收 2026-06-22 · 刊出 2026-07-27 · 收录 2026-08-20

0208-20 补录
优先级 85 · 高能暂现天体:TDE、X/γ 射线暂现、新星/超新星激波 · 多信使触发与联合

Multimessenger Constraints on the Central Engine in SN 2023ixf: Neutron Star or Black Hole?

SN 2023ixf 中心引擎的多信使约束:中子星还是黑洞?

Maryam Aghaei Abchouyeh, Maurice H. P. M. van Putten, Massimo Della Valle

原文摘要Abstract

The physical trigger of core-collapse supernovae (CC-SNe) is a central theme in modern surveys of the transient Universe. A multimessenger approach may provide a unique window to CC-SNe produced by a newly born neutron star (NS) or black hole (BH). Here, we apply joint electromagnetic-gravitational wave (EM-GW) analysis to the nearby event SN 2023ixf using a model-independent broadband search with a GW-energy detection threshold of a few times 10<SUP>−5</SUP>M<SUB>⊙</SUB>c<SUP>2</SUP> for chirps and 10<SUP>−2</SUP>M<SUB>⊙</SUB>c<SUP>2</SUP> for noise-like emission below 1 kHz. No joint LIGO Hanford-Livingston (H1-L1) signal associated with SN 2023ixf is observed over a 2.5 day window proceeding the first discovery. Together with EM photometric-spectroscopic data, we interpret this null result to indicate the absence of BH formation, in part by mass scaling of the BH powering GW170817B following GW170817. This multimessenger outcome thus supports scenarios consistent with NS formation and a progenitor mass likely below ∼20M<SUB>⊙</SUB> , independently also estimated by EM interpretations.

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AI 综述 AI-generated · 以原文为准
亮点

对 SN 2023ixf 开展模型无关的宽带引力波-电磁联合搜索,用无关联零结果结合质量标度排除黑洞形成、支持中子星形成,并独立给出前身星质量上限约 20 倍太阳质量。

脉络与展望

过去对核塌缩超新星中心引擎的判定主要依赖电磁观测,多信使引力波-电磁联合分析正在成为独立探针。本文对邻近 II 型超新星 SN 2023ixf 开展模型无关的宽带 H1-L1 联合搜索,在发现前 2.5 天窗口内未找到关联信号,并结合电磁光度-光谱数据将零结果解释为排除黑洞形成、支持中子星形成,前身星质量倾向低于约 20 倍太阳质量。这一判据部分建立在 GW170817 后随观测所启发的黑洞能量质量标度之上,说明即使是零探测也能对中心引擎给出有意义的约束。未来随着地面引力波探测器灵敏度提升,有望对更多邻近核塌缩超新星开展类似联合监测,从单例判断走向统计样本,进一步区分中子星与黑洞形成的物理条件。

接收 2026-06-22 · 刊出 2026-07-28 · 收录 2026-08-20

0308-20 补录
优先级 85 · 伽马暴 GRB · 余辉 · 多信使触发与联合

Deep-Newtonian afterglows: theoretical light curves for quasi-spherical outflows

深牛顿相余辉:准球形外流的理论光变曲线

N. Fraija (Instituto de Astronomía, Universidad Nacional Autónoma de México), B. Betancourt Kamenetskaia (Instituto de Astronomía, Universidad Nacional Autónoma de México), A. Galván (Cosmology, Gravity, and Astroparticle Physics Group, Center for Theoretical Physics of the Universe, Institute for Basic Science; Instituto de Física, Universidad Nacional Autónoma de México) et al.

原文摘要Abstract

We investigate late-time gamma-ray burst (GRB) afterglows produced by quasi-spherical outflows propagating into a stratified circumburst medium during the deep-Newtonian phase. Subrelativistic ejecta generated in compact binary mergers or core-collapse explosions naturally develop velocity structures, while additional energy injection from a long-lived central engine, through spin-down luminosity and/or fall-back accretion, can substantially modify the afterglow evolution. We develop an analytical framework for synchrotron emission from decelerated ejecta components undergoing energy injection in a stratified environment. The model provides multiwavelength light curves and corresponding closure relations for the deep-Newtonian regime. We apply this framework to the late-time multiwavelength observations of GRB 171205A. In addition, we constrain the physical properties of quasi-spherical outflows using observations of short GRBs associated with kilonova candidates, together with long-term radio upper limits obtained years after the burst in a broader GRB sample. Our results show that late-time observations can place meaningful constraints on the dynamics, energetics, and energy-injection history of subrelativistic quasi-spherical outflows from GRB progenitors.

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AI 综述 AI-generated · 以原文为准
亮点

把准球形外流余辉模型扩展到深牛顿相,系统给出任意层化介质和速度结构下的光变曲线、闭合关系,并纳入磁星自旋减慢与黑洞回积吸积两类能量注入机制。

脉络与展望

此前 Fraija+ 2025 已给出分层介质中准球形外流的晚期余辉模型,而深牛顿相的早期解析工作(如 Huang & Cheng 2003Sironi & Giannios 2013)揭示了光变曲线的特征性平坦化与谱段演化。本文进一步纳入磁星自旋减慢和黑洞回积吸积的连续能量注入,把闭合关系推广到任意层化指数和速度结构分布。对 GRB 171205A 的应用与 Izzo+ 2019 识别的早期高速包层、Maity & Chandra 2021 的千天射电监测以及 Li+ 2024 的喷流/准球形外流分析相互衔接,说明准球形组分可主导晚期射电余辉。未来 SKA/ngVLA 的长期射电监测有望检验这些能量注入情景,并借助多波段数据打破参数简并。

预印本 2026-06-22 · 刊出 2026-06-25 · 收录 2026-08-20

0407-28 补录
优先级 70 · 太阳耀斑

Time-domain Anomalies in Solar and Stellar Flares

太阳与恒星耀斑中的时域异常

Sergey A. Belov, Dmitrii Y. Kolotkov, Akshay V. Mehta et al.

原文摘要Abstract

The temporal morphology of flare light curves encodes the underlying flare physics, and deviations from the typical flare profile may indicate the presence of mechanisms not captured by a standard flare model. To search for such time-domain deviations from a "standard" flare, we develop an unsupervised deep-support-vector data-description model, which learns a compact representation of normal flares, against which unseen anomalous flares are identified. The model is trained on synthetic light curves with a "normal" flare morphology, generated from existing analytical flare-trend models with noise. Using the distribution of normal flare data, we introduce a probabilistic flare anomaly index (FLAI) which allows for separating flare light curves into three distinct classes: normal data (ND), weak anomalies (WAs), and strong anomalies (SAs). Application of the FLAI to the Kepler flare catalogue (white light) reveals that 36% and 30% of events belong to the WA and SA classes, respectively. For M- and X-class solar flares from the STIX flare list, 25% and 32% of events in the 15─25 keV channel are classified as WAs and SAs, respectively, versus 15% for both WA and SA classes in the 4─10 keV channel. Thus, anomalous flares appear more frequently in the STIX high-energy channel. These results show that both solar and stellar flares often deviate from the normal flare population used for model training, suggesting departures from the standard flare scenario, such as modified energy release and dissipation, or the development of wave and oscillatory processes in flare sites.

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亮点

提出耀斑异常指数(FLAI)将耀斑分为正常、弱异常和强异常三类,揭示标准耀斑模型未能涵盖的多样物理过程。

脉络与展望

标准耀斑模型假设光变曲线具有典型快速上升和指数衰减轮廓,但观测中常发现偏离,表明存在未被标准模型捕获的机制。本研究利用深度学习方法从合成正常耀斑中学习紧凑特征表示,通过异常指数量化时域偏差,应用于开普勒和STIX数据证实了偏差的普遍性。未来该方法可推广至不同波段和时间尺度的耀斑,帮助探索修正的能量释放、耗散过程或波动振荡现象,并与不同恒星类型的耀斑特性进行对比研究。

接收 2026-06-22 · 刊出 2026-07-17 · 收录 2026-07-28

边缘相关 4 篇 · 低相关性展开 +
优先级 1007-27 补录

Primordial black holes: a review of formation and evolution

Shankaranarayanan, S., Bhattacharya, Soumya, Vidyarthi, Archit

原文摘要Abstract

Primordial Black Holes (PBHs) have emerged as a leading non-particulate candidate for dark matter and a unique cosmological probe, a paradigm shift accelerated by the detection of anomalous binary mergers by the LIGO-Virgo-KAGRA (LVK) collaboration. While the literature is rich with phenomenological constraints, the fundamental quantum and relativistic underpinnings governing PBH genesis and evolution often receive comparatively less emphasis. This review bridges that gap by systematically detailing the physics of PBH formation and their subsequent evolutionary trajectory. We critically examine the hydrodynamic complexity of the early universe, establishing the relativistic thresholds for collapse, the non-linear race against sound in the primordial plasma, and the rigorous mathematical utility of the compaction function. Furthermore, by incorporating the dynamic nature of FLRW backgrounds, higher curvature corrections, and quantum backreaction via the memory burden effect, we challenge the standard Hawking evaporation and show that extreme-curvature environments halt evaporation entirely, leaving Planck-scale relics that evade current extragalactic bounds. Finally, we map the multimessenger observational landscape, highlighting how the imminent search for sub-solar mass inspirals by next-generation gravitational wave observatories—such as the Einstein Telescope and Cosmic Explorer—could yield smoking-gun evidence for the PBH paradigm, ultimately transforming these primordial relics into unparalleled laboratories for high-energy physics.

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原初黑洞:形成与演化综述 · 系统综述了原初黑洞的形成机制与演化轨迹,涵盖相对论流体动力学、量子反作用及多信使观测前景,强调其在暗物质和宇宙学探针中的核心作用。

预印本 2026-06-22 · 接收 2026-06-22 · 刊出 2026-07-11 · 收录 2026-07-27

优先级 10 · 引力波电磁对应体 · 多信使触发与联合08-20 补录

Observations of low-energy-electron production and experimental characterization of the test-mass charging process in the LISA gravitational reference sensor with the BART experiment

Dimiccoli, Francesco, Venturelli, Francesco, Ferroni, Valerio, et al.

原文摘要Abstract

The Laser Interferometer Space Antenna (LISA) is a space-based gravitational-wave observatory that uses free-falling test masses as inertial references to detect mHz-frequency signals. Interactions between these test masses and galactic or solar energetic particles cause charge buildup and Coulomb forces, a major source of acceleration noise that must be accurately modeled. LISA Pathfinder measurements showed that the Poissonian test-mass charging noise, an important entry in the noise budget, was considerably larger than that in prelaunch simulations, indicating missing physical processes in early models. Emission of low-energy secondary electrons (LEEs) from test-mass and housing surfaces has been proposed as a key mechanism affecting charging and the sensor's electrostatic response. We report a particle accelerator-based experiment that directly tests the LEE hypothesis by measuring proton-induced test-mass charging in a LISA-like Gravitational Reference Sensor geometry as a function of the test-mass electrostatic potential. A flight-representative test mass and the capacitive sensor electrode housing surrounding it are exposed in vacuum to monoenergetic 70─230 MeV proton beams, while test-mass charging currents are measured with femtoampere sensitivity. By varying the test-mass potential by volts during irradiation, we gain sensitivity to eV-scale charge carriers whose transport and collection depend on these fields. The measurements yield stable, reproducible picoampere-level charging currents and a clear dependence of the net charging rate on test-mass potential. This behavior directly supports the role of low-energy secondary electrons in test-mass charging and is consistent with the LEE-based interpretation of LISA Pathfinder data. These are the first controlled laboratory measurements of low-energy electron effects in test-mass charging for a LISA-like sensor and provide a benchmark for validating charging models and charge-management strategies for LISA and future space-based precision interferometry missions.

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LISA引力参考传感器中低能电子产生与测试质量充电过程的BART实验观测与表征 · 通过粒子加速器实验直接验证了低能二次电子在LISA类传感器测试质量充电中的关键作用,测量了充电电流对电势的依赖,为LISA任务充电模型提供了基准。

预印本 2026-06-22 · 刊出 2026-08-04 · 收录 2026-08-20

优先级 5

X-shooter spectroscopy of giant stars in the nuclear star cluster

Origlia, L., Fanelli, C., Mucciarelli, A., et al.

原文摘要Abstract

Near-IR spectra of a homogeneous sample of 15 red giants in the Galactic nuclear star cluster, within 1.5 pc of SgrA*, have been acquired with X-shooter at the Very Large Telescope. From these spectra, line-of-sight radial velocities and chemical abundances of iron, carbon, oxygen, and other alpha and light elements have been derived. By combining radial velocities from this study and proper motions from the literature, we computed the orbits of these stars, finding that they have been confined within 12 pc from SgrA* for their entire lifetime, thus strongly suggesting an in situ formation and evolution. Iron abundances between half and twice solar; approximately solar-scaled values within ±0.1 dex for α-elements, Ti, and V; some enhancement of [Na/Fe], [K/Fe], and [Al/Fe]; and some depletion of [C/Fe] with respect to the solar ratios have been measured. The inferred chemical abundance distributions are consistent with a formation from a gas enriched by type II and type I supernovae (SNe) over a prolonged timescale, closely matching those of the metal-rich populations of the inner bulge field and other complex stellar systems like Terzan 5 and Liller 1.

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核星团中巨星的X-shooter光谱研究 · 利用X-shooter光谱仪观测银河系核星团内15颗红巨星,推导径向速度和化学丰度,结合自行数据计算轨道,发现这些星终其一生都被束缚在核星团内,支持原位形成,其化学丰度分布符合长时间尺度超新星增丰模型。

预印本 2026-06-22 · 刊出 2026-07-14 · 收录 2026-07-22

优先级 508-24 补录

The Star Formation History and Evolution of the Ultra-Diffuse M81 Satellite F8D1

Smercina, Adam, Bell, Eric F., Williams, Benjamin F., et al.

原文摘要Abstract

We present deep Hubble Space Telescope (HST) imaging of one of the nearest ultra-diffuse galaxies (UDGs) outside of the Local Group: F8D1, a satellite of M81 known to be tidally disrupting. UDGs are an enigmatic and diverse population, with evolutionary pathways ranging from tidal processing to bursty feedback and high initial angular momentum. To determine F8D1's evolutionary drivers, we resolve stars in F8D1's central ~1 kpc and in a parallel field ~6 kpc along its major axis to deep photometric limits, reaching below the red clump. We also image eight shallower fields along F8D1's major and minor axes. We calculate the star formation history (SFH) in the two deep fields, finding that while currently quiescent, both regions experienced a substantial burst ~2 Gyr ago and a smaller burst ~500 Myr ago, which likely formed F8D1's nuclear star cluster. In the shallow fields, using the ratio of evolved asymptotic giant branch and red giant branch stars out to ~13 kpc along F8D1's known stellar stream, we confirm that F8D1 was globally star-forming until at least ~2 Gyr ago. We estimate a total progenitor stellar mass, including the stream, of ~1.3 × 10<SUP>8</SUP> M<SUB>⊙</SUB>, with an average [M/H] ~ -0.8. We compare F8D1's properties to those of Local Group galaxies with similar initial stellar mass. We find that F8D1 is consistent with a progenitor star-forming galaxy similar to NGC 6822 that is in the midst of a transition to a Sagittarius-like system. Notably, this evolutionary sequence can be accomplished through tidal processing alone in galaxies that have experienced sufficiently bursty feedback to have created cored profiles.

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超弥散M81卫星F8D1的恒星形成历史与演化 · 利用哈勃深场图像解析F8D1恒星,发现其约20亿年前经历大规模恒星形成爆发,并估计总恒星质量约1.3亿太阳质量,支持潮汐瓦解演化路径。

接收 2026-06-22 · 刊出 2026-08-18 · 收录 2026-08-24