D. Berley’s research while affiliated with University of Maryland, College Park and other places

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Publications (840)


FIG. 3. Level 4 Noise Classifier score comparison for 5% of data and for predicted sample composition at the reconstruction level. The Monte Carlo normalization is scaled to match total event counts to data. The gray dashed line indicates the position of the additional cut on the classifier score, with values to the left of the line removed from the final sample. Tinted bands around histogram lines represent 1σ statistical uncertainty.
FIG. 6. Expected event count distribution in the analysis template for 9.28 yrs of data, assuming the GENIE cross section model and HKKMS'15 flux.
Measurement of the inelasticity distribution of neutrino-nucleon interactions for 80 GeV < E ν < 560 GeV with IceCube DeepCore
  • Article
  • Full-text available

June 2025

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9 Reads

Physical Review D

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M. Ackermann

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V. Aushev

We report a study of the inelasticity distribution in the scattering of neutrinos of energy 80–560 GeV off nucleons. Using atmospheric muon neutrinos detected in IceCube’s sub-array DeepCore during 2012–2021, we fit the observed inelasticity in the data to a parameterized expectation and extract the values that describe it best. Finally, we compare the results to predictions from various combinations of perturbative QCD calculations and atmospheric neutrino flux models. Published by the American Physical Society 2025

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Search for dark matter from the center of the Earth with 10 years of IceCube data

May 2025

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43 Reads

The European Physical Journal C

The nature of dark matter remains unresolved in fundamental physics. Weakly Interacting Massive Particles (WIMPs), which could explain the nature of dark matter, can be captured by celestial bodies like the Sun or Earth, leading to enhanced self-annihilation into Standard Model particles including neutrinos detectable by neutrino telescopes such as the IceCube Neutrino Observatory. This article presents a search for muon neutrinos from the center of the Earth performed with 10 years of IceCube data using a track-like event selection. We considered a number of WIMP annihilation channels ( χχτ+τ\chi \chi \rightarrow \tau ^+\tau ^- χ χ → τ + τ - / W+WW^+W^- W + W - / bbˉb\bar{b} b b ¯ ) and masses ranging from 10 GeV to 10 TeV. No significant excess over background due to a dark matter signal was found while the most significant result corresponds to the annihilation channel χχbbˉ\chi \chi \rightarrow b\bar{b} χ χ → b b ¯ for the mass mχ=250m_{\chi }=250 m χ = 250 GeV with a post-trial significance of 1.06σ1.06\sigma 1.06 σ . Our results are competitive with previous such searches and direct detection experiments. Our upper limits on the spin-independent WIMP scattering are world-leading among neutrino telescopes for WIMP masses mχ>100m_{\chi }>100 m χ > 100 GeV.


VERITAS and Multiwavelength Observations of the Blazar B3 2247+381 in Response to an IceCube Neutrino Alert

March 2025

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22 Reads

The Astrophysical Journal

While the sources of the diffuse astrophysical neutrino flux detected by the IceCube Neutrino Observatory are still largely unknown, one of the promising methods to improve our understanding of them is investigating the potential temporal and spatial correlations between neutrino alerts and the electromagnetic radiation from blazars. We report on the multiwavelength target-of-opportunity observations of the blazar B3 2247+381, taken in response to an IceCube multiplet alert for a cluster of muon neutrino events compatible with the source location between 2022 May 20 and 2022 November 10. B3 2247+381 was not detected with VERITAS during this time period. The source was found to be in a low-flux state in the optical, ultraviolet, and gamma-ray bands for the time interval corresponding to the neutrino event, but was detected in the hard X-ray band with NuSTAR during this period. We find the multiwavelength spectral energy distribution is described well using a simple one-zone leptonic synchrotron self-Compton radiation model. Moreover, assuming the neutrinos originate from hadronic processes within the jet, the neutrino flux would be accompanied by a photon flux from the cascade emission, and the integrated photon flux required in such a case would significantly exceed the total multiwavelength fluxes and the VERITAS upper limits presented here. The lack of flaring activity observed with VERITAS, combined with the low multiwavelength flux levels, as well as the significance of the neutrino excess being at a 3 σ level (uncorrected for trials), makes B3 2247+381 an unlikely source of the IceCube multiplet. We conclude that the neutrino excess is likely a background fluctuation.


Figure 1. Signal efficiency as a function of injected number of signal neutrino events for doublet (red), triplet (blue), and TS-score (green). The definition of the efficiency is given in the main text.
Figure 2. Averaged energy flux (sum of ν μ and ¯ n m per flavor) at 100 TeV in = T 30 days max observed at a significance corresponding to FAR < 1 yr −1 as a function of d sin for the presented algorithm (red) and time-dependent GFU (gray) when γ = 2.3. The solid and dashed curves represent probabilities of signal detections of 50% and 5%, respectively.
Search for Neutrino Doublets and Triplets Using 11.4 yr of IceCube Data

March 2025

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12 Reads

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1 Citation

The Astrophysical Journal

We report a search for high-energy astrophysical neutrino multiplets, detections of multiple neutrino clusters in the same direction within 30 days, based on an analysis of 11.4 yr of IceCube data. A new search method optimized for transient neutrino emission with a monthly timescale is employed, providing a higher sensitivity to neutrino fluxes. This result is sensitive to neutrino transient emission, reaching per-flavor flux of approximately 1 0 − 10 erg cm − 2 s − 1 from the Northern Sky in the energy range E ≳ 50 TeV. The number of doublets and triplets identified in this search is compatible with the atmospheric background hypothesis, which leads us to set limits on the nature of neutrino transient sources with emission timescales of one month.


FIG. 1. Reconstruction resolution of cosðθ zenith Þ (top) and neutrino energy (bottom) compared to the true neutrino energy. For ν μ CC events (blue) and ν e CC events (orange), the median is indicated by the solid curve, and the 1σ region is shown as a shaded band. The observed resolutions are similar to those realized in traditional log-likelihood methods [19].
Measurement of Atmospheric Neutrino Oscillation Parameters Using Convolutional Neural Networks with 9.3 Years of Data in IceCube DeepCore

March 2025

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32 Reads

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11 Citations

Physical Review Letters

The DeepCore subdetector of the IceCube Neutrino Observatory provides access to neutrinos with energies above approximately 5 GeV. Data taken between 2012 and 2021 (3387 days) are utilized for an atmospheric ν μ disappearance analysis that studied 150 257 neutrino-candidate events with reconstructed energies between 5 and 100 GeV. An advanced reconstruction based on a convolutional neural network is applied, providing increased signal efficiency and background suppression, resulting in a measurement with both significantly increased statistics compared to previous DeepCore oscillation results and high neutrino purity. For the normal neutrino mass ordering, the atmospheric neutrino oscillation parameters and their 1 σ errors are measured to be Δ m 32 2 = 2.40 − 0.04 + 0.05 × 10 − 3 eV 2 and sin 2 θ 23 = 0.54 − 0.03 + 0.04 . The results are the most precise to date using atmospheric neutrinos, and are compatible with measurements from other neutrino detectors including long-baseline accelerator experiments. Published by the American Physical Society 2025


Search for Neutrino Emission from Hard X-Ray AGN with IceCube

March 2025

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27 Reads

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8 Citations

The Astrophysical Journal

Active galactic nuclei (AGN) are promising candidate sources of high-energy astrophysical neutrinos, since they provide environments rich in matter and photon targets where cosmic-ray interactions may lead to the production of gamma rays and neutrinos. We searched for high-energy neutrino emission from AGN using the Swift-BAT Spectroscopic Survey catalog of hard X-ray sources and 12 yr of IceCube muon track data. First, upon performing a stacked search, no significant emission was found. Second, we searched for neutrinos from a list of 43 candidate sources and found an excess from the direction of two sources, the Seyfert galaxies NGC 1068 and NGC 4151. We observed NGC 1068 at flux ϕ ν μ + ν ¯ μ = 4.0 2 − 1.52 + 1.58 × 1 0 − 11 TeV ⁻¹ cm ⁻² s ⁻¹ normalized at 1 TeV, with a power-law spectral index γ = 3.10 − 0.22 + 0.26 , consistent with previous IceCube results. The observation of a neutrino excess from the direction of NGC 4151 is at a posttrial significance of 2.9 σ . If interpreted as an astrophysical signal, the excess observed from NGC 4151 corresponds to a flux ϕ ν μ + ν ¯ μ = 1.5 1 − 0.81 + 0.99 × 1 0 − 11 TeV ⁻¹ cm ⁻² s ⁻¹ normalized at 1 TeV and γ = 2.83 − 0.28 + 0.35 .


Probing the PeV Region in the Astrophysical Neutrino Spectrum using νμ\nu_\mu from the Southern Sky

February 2025

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18 Reads

IceCube has observed a diffuse astrophysical neutrino flux over the energy region from a few TeV to a few PeV. At PeV energies, the spectral shape is not yet well measured due to the low statistics of the data. This analysis probes the gap between 1 PeV and 10 PeV by using high-energy downgoing muon neutrinos. To reject the large atmospheric muon background, two complementary techniques are combined. The first technique selects events with high stochasticity to reject atmospheric muon bundles whose stochastic energy losses are smoothed due to high muon multiplicity. The second technique vetoes atmospheric muons with the IceTop surface array. Using 9 years of data, we found two neutrino candidate events in the signal region, consistent with expectation from background, each with relatively high signal probabilities. A joint maximum likelihood estimation is performed using this sample and an independent 9.5-year sample of tracks to measure the neutrino spectrum. A likelihood ratio test is done to compare the single power-law (SPL) vs. SPL+cutoff hypothesis; the SPL+cutoff model is not significantly better than the SPL. High-energy astrophysical objects from four source catalogs are also checked around the direction of the two events. No significant coincidence was found.


Seasonal Variations of the Atmospheric Muon Neutrino Spectrum measured with IceCube

February 2025

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22 Reads

This study presents an energy-dependent analysis of seasonal variations in the atmospheric muon neutrino spectrum, using 11.3 years of data from the IceCube Neutrino Observatory. By leveraging a novel spectral unfolding method, we explore the energy range from 125 GeV to 10 TeV for zenith angles between 90{\deg} to 110{\deg}, corresponding to the Antarctic atmosphere. Our findings reveal that the seasonal variation amplitude decreases with energy reaching (4.6±1.1-4.6 \pm 1.1)\% during Austral winter and increases (+3.9±1.2+3.9 \pm 1.2)\% during Austral summer relative to the annual average at 10TeV. While the unfolded flux exceeds the model predictions by up to 30\%, the differential measurement of seasonal variations remains unaffected. The measured seasonal variations of the muon neutrino spectrum are consistent with theoretical predictions using the MCEq code and the NRLMSISE-00 atmospheric model.


Measurement of the inelasticity distribution of neutrino-nucleon interactions for 80 GeV<Eν<560 GeV\mathbf{80~GeV<E_{\nu}<560~GeV} with IceCube DeepCore

February 2025

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15 Reads

We report a measurement of the inelasticity distribution in the scattering of neutrinos of energy 8056080-560 GeV off nucleons, which is sensitive to the inclusive differential cross section. This analysis is based on a sample of atmospheric muon neutrinos detected in the IceCube sub-array DeepCore during 2012-2021, and is the first such measurement in this energy range. Our measurement extends to energies where accelerator data is not available, hence we compare our results to predictions from perturbative QCD calculations, finding good agreement.


Search for Heavy Neutral Leptons with IceCube DeepCore

February 2025

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37 Reads

The observation of neutrino oscillations has established that neutrinos have non-zero masses. This phenomenon is not explained by the Standard Model of particle physics, but one viable explanation to this dilemma involves the existence of heavy neutral leptons in the form of right-handed neutrinos. This work presents the first search for heavy neutral leptons with the IceCube Neutrino Observatory. The standard three flavor neutrino model is extended by adding a fourth GeV-scale mass state allowing mixing with the τ\tau sector through the parameter Uτ42|U_{\tau4}|^2. The analysis is performed by searching for signatures of heavy neutral leptons that are directly produced via up-scattering of atmospheric ντ\nu_\tau's inside the IceCube detection volume. Three heavy neutral lepton mass values, m4m_4, of 0.3 GeV, 0.6 GeV, and 1.0 GeV are tested using ten years of data, collected between 2011 and 2021. No significant signal of heavy neutral leptons is observed for any of the tested masses. The resulting constraints for the mixing parameter are Uτ42<0.19|U_{\tau4}|^2 < 0.19 (m4=0.3m_4 = 0.3 GeV), Uτ42<0.36|U_{\tau4}|^2 < 0.36 (m4=0.6m_4 = 0.6 GeV), and Uτ42<0.40|U_{\tau4}|^2 < 0.40 (m4=1.0m_4 = 1.0 GeV) at the 90% confidence level. This analysis serves as proof-of-concept for heavy neutral lepton searches in IceCube. The heavy neutral lepton event generator, developed in this work, and the analysis of the expected signatures lay the fundamental groundwork for future searches thereof.


Citations (61)


... In this study, we perform archival search for an optical counterpart of an IceCube "triplet" event, ICT-MJD59015 identified by R. Abbasi et al. (2025). R. Abbasi et al. (2025) searches multiple neutrino detections with the time window of T w = 30 days focusing on a relatively long time scale transients such as SNe and TDEs. ...

Reference:

The First Search for Optical Transient as a Counterpart of a Month-timescale IceCube Neutrino Multiplet Event
Search for Neutrino Doublets and Triplets Using 11.4 yr of IceCube Data

The Astrophysical Journal

... However, this setting of W min is not universal and depends on the analyzer's choice of the resonances to be included in the deep inelastic scattering region [18]. In the historic tunes of the GENIE event generator, such as those used in the IceCube oscillation analyses [7,37], the hadronic mass threshold was set to W min ¼ 1.7 GeV 10 [38]. It is therefore natural to test what impact the choice of W min makes on the r τμ cross section ratio and compare it to the PDF-driven uncertainty. ...

Measurement of Atmospheric Neutrino Oscillation Parameters Using Convolutional Neural Networks with 9.3 Years of Data in IceCube DeepCore

Physical Review Letters

... NGC 4151 is a well-known local Seyfert galaxy (redshift z = 0.00332) with robust cosmological distance (15.8 Mpc; W. Yuan et al. 2020) and black hole mass measurements (e.g., C. A. Onken et al. 2014;C. A. Roberts et al. 2021) and is a favorable source of extragalactic neutrinos (R. Abbasi et al. 2025). As shown by its 120 yr long-term light curve (V. ...

Search for Neutrino Emission from Hard X-Ray AGN with IceCube

The Astrophysical Journal

... These have been generated from a model of the IceCube detector, which may be used to perform simple fitting to data. This set of Monte Carlo events is generated with the LeptonInjector event generator [7], and is a subset of the Monte Carlo events used in the analysis of Ref. [8]. This software is, to our knowledge, a novel attempt at creating a fast likelihood fitting framework specialized for neutrino telescopes. ...

Methods and stability tests associated with the sterile neutrino search using improved high-energy ν μ event reconstruction in IceCube

Physical Review D

... A binned likelihood is then maximized over model parameters to quantify the goodness-of-fit of the Monte Carlo distribution to the data distribution; the likelihood fit extracts estimates on model parameters and/or analyzes the preference for an alternate hypothesis. Ref. [5] is an example of a diffuse IceCube analysis that uses the method outlined above to perform a measurement of the energy spectrum ORCID(s): 1 [6] is an IceCube example using the same method but different model parameters to search for sterile neutrinos. ...

Search for an eV-Scale Sterile Neutrino Using Improved High-Energy ν μ Event Reconstruction in IceCube

Physical Review Letters

... As the IceCube neutrino observatory has been running for more than a decade, a large amount of data have been accumulated. The joint analysis and correlation search has been carried out Alfaro et al. 2024). ...

Search for Joint Multimessenger Signals from Potential Galactic Cosmic-Ray Accelerators with HAWC and IceCube

The Astrophysical Journal

... The simplest extension of the Standard Model with additional sterile flavor and mass eigenstate is called the "3+1" model [27], and several experiments have constrained the model. Longbaseline experiments such as Super-Kamiokande [28], NOvA [29], MINOS [30], T2K [31], OPERA [32], and IceCube-DeepCore [33] have excluded |U α4 | 2 ≳ 0.1 regions with ∆m 2 41 ≳ 0.1 eV 2 . Moreover, reactor neutrino experiments [34][35][36][37][38][39][40][41] constrain |U e4 | 2 ≳ 0.1 for ∆m 2 41 ≲ 10 eV 2 , while tritium beta decay experiments [42][43][44][45][46][47] constrain |U e4 | 2 ≳ 10 −2 for ∆m 2 41 ≳ 10 2 eV 2 . ...

Search for a light sterile neutrino with 7.5 years of IceCube DeepCore data

Physical Review D

... Long baseline experiments that measure solar neutrinos [2][3][4][5][6][7], atmospheric neutrinos [8][9][10], and neutrinos that are produced by colliders [11][12][13][14] probe the three-flavor model from various perspectives. However, a recent result from IceCube [15] or anomalies observed in LSND [16], MiniBooNE [17], reactor neutrino experiments [18] and gallium experiments [19] could suggest the existence of an additional neutrino flavor state that is sterile, meaning it does not participate in weak interactions. ...

Exploration of mass splitting and muon/tau mixing parameters for an eV-scale sterile neutrino with IceCube
  • Citing Article
  • October 2024

Physics Letters B

... Further in the future, it will be crucial to compare the brightest neutrino sources in the sky between different neutrino observatories. The cross-check we performed here does not replace the detailed analysis performed in P23 and Kouch et al. (2024), but remains consistent with those works and results reported by the IceCube (Abbasi et al. , 2024a. ...

Probing the Connection between IceCube Neutrinos and MOJAVE AGN

The Astrophysical Journal

... The sub-TeV neutrino dataset available within IceCube is called 'GRECO' (GeV Reconstructed Events with Containment for Oscillations). This is an all-sky and all-flavour dataset suitable for transient follow-up searches, as introduced in Abbasi et al. (2022). Previous studies (e.g., Abbasi et al. (2023a)) have used GRECO to investigate possible lower-energy neutrino counterparts to 90 confident GW events observed during the O1, O2, and O3 runs. ...

Erratum: “Search for sub-TeV Neutrino Emission from Novae with IceCube-DeepCore” (2023, ApJ, 953, 160)

The Astrophysical Journal