Pith.

High Energy Astrophysical Phenomena · arXiv:2608.17599 v1 · submitted 18 Aug 2026 · 30 references

SST-1M: Recent results and prospects for observation of the Galactic Center region

Jakub Juryšek, for the SST-1M Collaboration

The paper says

“The Galactic Center is a crowded region containing powerful particle accelerators and objects producing non-thermal radiation, including the diffuse very-high-energy (VHE) gamma-ray component known as the `Ridge', whose hard spectrum suggests particle acceleration up to PeV energies.”

more of the abstract

The relevant processes can be tested, and the source parameters can be constrained via Cherenkov telescope observations. Two Single-Mirror Small-Size Cherenkov Telescopes (SST-1M) are currently operated in stereoscopic mode at the Ondřejov Observatory. Their future relocation is being considered, including a site with excellent visibility of the Galactic Center. We present recent observations demonstrating SST-1M capabilities for detecting extended emission and discuss prospects for probing the Galactic Center region, including searches for a spectral cut-off above 10 TeV. We show that the large field-of-view and good VHE sensitivity make SST-1M an ideal instrument for the search for PeVatrons.

from the abstract

Pith says

Machine review · deepseek-v4-flash · 27 Aug 2026 · what was read was not recorded · not checked by a person

It can be wrong. Challenge this review or reply to it.

Holds up, with conditions. Solid new forecast for SST-1M at Malargüe, but the 2–4σ cutoff claim is conditional on unvalidated MC transfer and a boundary-issue likelihood test. This line is wrong

3 major objections · 4 minor

How often objections from reviews like this one are right: not yet measured

Are you an author? What you can do.

Not checked: figures, code, what the 30 references say.

The paper says, at Section 3

The review did not quote this passage.

Pith says: Objection 1 of 3 · major

The central forecast—2–4σ cutoff detection for 250 hours of simulated observations—rests on the assumption that IRFs prepared from the Ondřejov-validated Monte Carlo remain valid at Malargüe, where the altitude changes from 510 m to 1420 m and the telescope baseline changes from 155.2 m to 120 m.

more of objection 1

The text states this transfer was performed but provides no site-specific validation. Since the quoted significances are only 2–4σ, a modest systematic shift in effective area or energy bias from the changed atmosphere or baseline could move the result below 2σ. The companion study by Čechvala et al. (2025) is cited; the authors should either show the relevant validation or explicitly frame the forecast as conditional on an unverified model transfer.

The paper says, at Section 3, likelihood ratio test

The review did not quote this passage.

Pith says: Objection 2 of 3 · major

The test statistic TS = −2 ln(L(λ=0)/L(λ)) is used with Wilks' theorem and Δdof=1 to claim that sqrt(TS) gives the detection significance. However, under the null hypothesis the cutoff parameter λ=1/E_cutoff is fixed at the boundary of the allowed parameter space (λ>0 corresponds to E_cutoff > 0).

more of objection 2

For a boundary parameter, the asymptotic null distribution is not chi-squared with one degree of freedom but a 50:50 mixture of a delta function at zero and chi-squared with one degree of freedom. The reported significances are therefore biased upward. The authors should apply the Chernoff correction or, preferably, calibrate the significance with Monte Carlo simulations of the null hypothesis.

The paper says, at Section 3, Figure 3 (right)

The review did not quote this passage.

Pith says: Objection 3 of 3 · major

The paper summarizes the cutoff sensitivity as '2–4σ depending on the cutoff energy' but does not report the central values, the scatter across the 20 realizations per cutoff energy, or any treatment of systematic uncertainties on the predicted significances. This makes it difficult to judge whether the spread is merely statistical or includes the dominating systematic effects from the IRF transfer and the diffuse-emission template.

more of objection 3

A table with mean, median, and range of significances for each simulated cutoff energy would strengthen the claim.

4 minor objections

The paper says, at Section 2

Pith says: minor objection 1 of 4

The sentence 'the northern latitude of the site does not us to observe the Galactic Center' appears to be missing a verb, likely 'allow'.

The paper says, at Figure 2

Pith says: minor objection 2 of 4

The caption states that the color scale represents the number of excess events in 0.02° bins convolved with a 0.08° radius disk, but the figure does not show a color bar or quantitative scale; adding one would improve interpretability.

show 2 more

The paper says, at References

Pith says: minor objection 3 of 4

The reference list contains inconsistent formatting, with some entries missing journal page ranges and one entry using an incomplete author list; careful copyediting is needed.

The paper says, at Section 3

Pith says: minor objection 4 of 4

The notation 'E_cutoff = 1/λ' is implied but never explicitly defined; defining λ and its relation to the ECPL spectral model before the likelihood ratio test would improve clarity.

What would settle it

Rerun the 250-hour Galactic Center simulation with two IRF sets: (a) the published Ondrejov-validated MC IRFs rescaled to Malargüe as in the paper, and (b) IRFs generated from an independent atmospheric model for 1420 m with the proposed 120 m baseline and expected Malargüe night-sky background. Keep identical source and background inputs; compare the cutoff TS distributions for E_cut = 20 TeV and E_cut = 50 TeV. If the median √TS shifts by more than 1σ or falls below 2σ, the site-transfer premise is the limiting uncertainty. If the distributions overlap within MC errors, the concern does not land.

from the skeptic's reading

How the review went

4 readings by deepseek-v4-flash · 27 Aug 2026

  1. Reader holds up, with conditions confidence moderate
  2. Skeptic agrees 1 min 18 s · 6,482 tokens read, 7,890 written
  3. Editor wrote the verdict above 19 s · 7,257 tokens read, 2,237 written
  4. Referee major revision: 3 major objections, 4 minor 33 s · 6,686 tokens read, 3,101 written

Not run on this paper: the simulated authors' defence.

Pith did not check this review's objections against the paper.

The review in full

The review in brief, machine-written

The useful thing in this proceedings paper is the new forecast: 250 h of simulated SST-1M observations of the Galactic Center from a proposed Malargüe site, with the 2–4σ sensitivity to a spectral cutoff of the diffuse Ridge. That specific number is not in prior literature, and the authors get there with a reasonable pipeline: MC IRFs, gammapy 3D likelihood, and external spectral models from H.E.S.S., MAGIC, VERITAS, HAWC, and LST-1. The recent results section is a competent summary of the collaboration’s Crab, Cygnus, CTA 1, and Mrk 421 work; it is not new but it supports credibility.

The soft spots are real, mostly about what is not shown. The load-bearing step is the transfer of the MC model from Ondřejov (510 m, 155.2 m baseline) to Malargüe (1420 m, 120 m). The paper cites a companion study on altitude performance, but does not show it or quantify any residual IRF uncertainty. Given the quoted significances are only 2–4σ, a few percent energy bias or a ~30% excess-count shift could change the conclusion. The safety mask on effective area and energy bias mitigates bad bins, not model transfer error.

Second, the likelihood ratio test applies Wilks’ theorem with the cutoff parameter at the boundary λ=0, so the quoted significance is likely optimistic. Third, no systematic uncertainties are propagated into the forecast. These are not fatal for a proceedings contribution, but they mean the headline number should be read as an upper end of sensitivity, not a prediction.

One more thing: the abstract calls the instrument 'ideal' for PeVatron searches. With a 2–4σ marginal detection claim, 'suitable' would be more honest. Minor, but it set my teeth on edge.

Bottom line: this is a modest but honestly presented simulation study, with a clearly stated new result and standard methods. The lack of site-specific validation and the boundary issue make me want to see the companion paper before betting on the 2–4σ number. I would accept it for peer review as a proceedings paper: the forecast is concrete, testable, and worth a referee’s time. I would not cite it as a final sensitivity statement until the IRF transfer is validated.

The strongest objection

The paper's central forecast—2–4σ detection of a multi-TeV cutoff in 250 hours of Galactic Center observations from Malargüe—depends on the Instrument Response Functions used in the simulation matching the relocated telescopes. Section 3 says these IRFs were prepared by taking the MC model 'validated with data from the Ondrejov Observatory' and moving it to Malargüe (1420 m a.s.l., 120 m separation), but the text provides no site-specific validation. The altitude change from 510 m to 1420 m alters the Cherenkov light pool, atmospheric transmission, and night-sky background; the baseline change from 155.2 m to 120 m changes stereo reconstruction and effective area. The safety mask on effective area and energy bias mitigates bad energy bins but does not validate the model transfer. Since the quoted significances are only 2–4σ, an IRF-induced shift of even ~30% in excess counts or a few percent in energy bias could move a 3σ claim below 2σ. A companion study on altitude performance is cited, so the transfer may be defensible, but as presented the forecast is conditional on that unshown validation.

I read the strongest claim as the 250-hour cutoff sensitivity forecast. The weakest premise is indeed the transfer of the telescope MC model from Ondrejov to Malargüe: the claim requires that the IRFs used in the simulation describe the actual relocated system, and the paper does not show site-specific validation. This matches the reader's weakest_assumption. I considered the Wilks-theorem boundary issue: for a one-sided λ ≥ 0 test, quoting √TS as a one-sided significance is standard and does not inflate the quoted significance, so I do not raise it. I also considered the FoVBackgroundModel absorbing diffuse flux, but because the simulation and fit use the same spatial template, this is a smaller effect than the model-transfer uncertainty. The cited companion study on altitude performance may contain the needed validation, which is why the appropriate verdict remains CONDITIONAL rather than REJECT; the proposed test would settle whether the transfer concern actually lands.

The referee's report

If the forecast is reliable, the paper makes a useful scientific case: SST-1M would provide an independent, southern-hemisphere measurement of the Galactic Center Ridge and a direct probe of the PeVatron hypothesis. The work builds on external benchmarks (H.E.S.S., MAGIC, VERITAS, HAWC, LHAASO comparisons), a Crab-validated Monte Carlo, and a transparent gammapy-based 3D analysis. The significance of the result is, however, conditional on two load-bearing assumptions that are not fully demonstrated in the manuscript: the transferability of the Monte Carlo performance model from Ondřejov to Malargüe, and the validity of the likelihood-ratio significance estimate when the null hypothesis lies on the boundary of the parameter space.

Pith's reading of the paper (a machine's summary, not the authors')

The paper argues that a relocated pair of small single-mirror Cherenkov telescopes, SST-1M, can make a central measurement in the most crowded part of the gamma-ray sky: separating the diffuse Ridge emission of the Galactic Center from its point sources and measuring the energy at which its spectrum cuts off. Using instrument response functions derived from a Monte Carlo model validated on earlier Crab Nebula data, the authors simulate 250 hours of observations from a proposed Argentine site and find that the spectral cutoff in the Ridge emission would be detected at 2-4σ significance, depending on the cutoff energy. If correct, this would let a modest 4-m-class observatory test whether protons are accelerated to PeV energies in the Galactic Center, a question currently tangled in source confusion and the northern locations of most instruments. The paper also reports Crab, Cygnus, CTA 1, and Mrk 421 results supporting the instrument's ability to detect and resolve extended emission.

What carries the argument. The central machinery is the set of instrument response functions (IRFs) built from the Monte Carlo model of the SST-1M telescopes, which was validated against Crab Nebula data at the current northern site and re-derived for the proposed southern site's altitude of 1420 m and telescope separation of 120 m. These IRFs feed a 3D likelihood analysis of the entire Galactic Center region in which all bright sources and the diffuse component are fitted simultaneously, with the background estimated from source-free parts of the field of view. The cutoff significance is obtained from the likelihood-ratio test statistic $\mathrm{TS}=-2\ln(L(\lambda=0)/L(\lambda))$, where $\lambda=1/E_{\mathrm{cutoff}}$, and the square root of TS is interpreted, via Wilks' theorem for $\Delta\mathrm{dof}=1$, as a detection significance. The large, flat gamma-ray acceptance of SST-1M over a field of view of about 2.5 degrees is what lets a small telescope see the extended Ridge without being blinded by its point sources.

Core claim. On the paper's own terms, the central claim is that the SST-1M stereo system, once moved to a southern site, will resolve the individual very-high-energy gamma-ray sources in the Galactic Center region—Sgr A*, SNR G0.9+0.1, and the diffuse Ridge—and, within 250 hours of exposure, detect a spectral cutoff in the diffuse component at 2-4σ significance. The detection significance comes from a likelihood-ratio test between a pure power-law model and an exponentially-cutoff power-law model, applied in a simultaneous 3D fit of all sources in the region. The simulation adopts published spectral models for the known point sources and a spatial template for the diffuse emission derived from radio maps, and the authors model the crowded region as a whole rather than fitting the diffuse component alone. The paper presents this as evidence that the large field of view and multi-TeV sensitivity of the small telescopes make them effective PeVatron search instruments.

The premise it rests on. The load-bearing premise is that the Monte Carlo model of the telescopes, validated at the current site's lower altitude and wider telescope separation, remains accurate at the proposed Argentine site's higher altitude and narrower separation; if the instrument response or background rejection changes there, the predicted 2-4σ cutoff sensitivity is not reliable.

If the paper is right (Pith's inferences, not the authors')

If the cutoff is detected at 2-4σ in 250 hours, the measurement would discriminate between the hard power-law spectrum reported by H.E.S.S. and VERITAS and the softer or cutoff spectra reported by MAGIC and hinted by LST-1 and the updated H.E.S.S. analysis.

Successful separation of Sgr A* from the diffuse Ridge would give each component its own spectrum, removing the source confusion that has complicated previous modeling of the region.

The same large-field-of-view performance, demonstrated on extended sources such as VER J2019+368 and CTA 1, would make the relocated SST-1M a practical survey instrument for southern PeVatron candidates.

A cutoff measurement above 10 TeV would directly constrain the maximum energy of accelerated protons in the Galactic Center, while a non-detection in the same exposure would push the cutoff energy beyond the instrument's reach and strengthen the PeVatron interpretation.

Because the Galactic Center is visible for about 680 dark hours per year from the proposed site, extending the simulated 250-hour campaign would raise the cutoff significance beyond the 2-4σ range or allow searches for fainter cutoffs.

The same simultaneous-fit machinery could be repurposed to test whether the Ridge morphology is energy dependent, since the large field of view covers the whole central molecular zone in a single pointing.

A southern relocation would also open multi-TeV time-domain studies of Sgr A* flares, which the current northern site cannot observe; the paper does not discuss this application.

The assumed transferability of the validated Monte Carlo model could be checked cheaply during commissioning: comparing the Crab Nebula spectrum and angular resolution measured from the Argentine site with the IRF predictions would flag any significant atmospheric or geometric mismatch before the full 250-hour campaign.

The 2-4σ range can be read as a sensitivity curve against cutoff energy; concentrating exposure in the 10-50 TeV band, where the cutoff is expected to appear, might improve the detection significance for the same total observing time.

Check this review

Pith stored no record of this review's passes and took no fingerprint of it. Reviews made by code from 13 Nov 2026 on carry both.

How often reviews like this one are right

Reviews like this one: written by deepseek-v4-flash, where what was read was not recorded.

How often objections from reviews like this one are right: not yet measured

Every value above, in the review's public record (JSON)

Reviews by people

This review was written by a machine. No person has reviewed this paper on Pith yet. A scientist listed on Pith can review it for a fee, and their review is published here whatever it concludes.

Request a human review

How Pith checks papers · The full audit of this paper

The paper

Abstract

The Galactic Center is a crowded region containing powerful particle accelerators and objects producing non-thermal radiation, including the diffuse very-high-energy (VHE) gamma-ray component known as the `Ridge', whose hard spectrum suggests particle acceleration up to PeV energies. The relevant processes can be tested, and the source parameters can be constrained via Cherenkov telescope observations. Two Single-Mirror Small-Size Cherenkov Telescopes (SST-1M) are currently operated in stereoscopic mode at the Ondřejov Observatory. Their future relocation is being considered, including a site with excellent visibility of the Galactic Center. We present recent observations demonstrating SST-1M capabilities for detecting extended emission and discuss prospects for probing the Galactic Center region, including searches for a spectral cut-off above 10 TeV. We show that the large field-of-view and good VHE sensitivity make SST-1M an ideal instrument for the search for PeVatrons.

The paper's own sentences, arranged, kept beside the review and separate from it. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. No sentence in this record was written by a model.

abstract compiled · 2026-09-23

The authors' main claim, as the classifier picked it out 0.99

“We show that the large field-of-view and good VHE sensitivity make SST-1M an ideal instrument for the search for PeVatrons.”

How the main claim is stated: asserted 1.00

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.17 · human participants 0.02 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.48 · compares with prior results 0.10 · mentions code or data availability 0.02

The abstract, sentence by sentence

This table labels the abstract only (arXiv listing abstract v1). The number is the probability the classifier gave the label.

SentenceRoleThe authors' own workStates the main conclusionStrength
The Galactic Center is a crowded region containing powerful particle accelerators and objects producing non-thermal radiation, including the diffuse very-high-energy (VHE) gamma-ray component known as the `Ridge', whose hard spectrum suggests particle acceleration up to PeV energies. background 1.00 0.07 0.06 hedged possibility 0.57
The relevant processes can be tested, and the source parameters can be constrained via Cherenkov telescope observations. background 0.81 0.07 0.04 asserted 0.65
Two Single-Mirror Small-Size Cherenkov Telescopes (SST-1M) are currently operated in stereoscopic mode at the Ond\v{r}ejov Observatory. method 0.89 0.54 0.04 asserted 1.00
Their future relocation is being considered, including a site with excellent visibility of the Galactic Center. future work 0.93 0.23 0.03 hedged possibility 0.65
We present recent observations demonstrating SST-1M capabilities for detecting extended emission and discuss prospects for probing the Galactic Center region, including searches for a spectral cut-off above 10 TeV. contribution 1.00 0.93 0.30 asserted 0.99
We show that the large field-of-view and good VHE sensitivity make SST-1M an ideal instrument for the search for PeVatrons. interpretation 0.96 0.52 0.57 asserted 1.00

What kind of paper the classifier reports this is: empirical study 0.98 · evidence from observation or experiment 0.99

What was examined, and what was not

Sources read

  • arXiv listing abstract v1

Not examined

  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers

Levels run

  • P abstract

Not run

  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

How the labels were made

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,985 input tokens.

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. This record as JSON

Figures (3)
Figure 1 of the paper
Figure 1. Upper Left: Spectral energy distribution of the Crab Nebula (Tavernier et al. 2025). Upper Right: Spectral Energy Distribution of CTA 1 compared with results of other observatories (Lacave et al. 2025). Bottom Left: Galactic PeVatron candidate VER J2019+368 as seen with the SST-1M in 120 hours (Jurysek ˇ et al. 2025). The yellow circle represents the PSF of the instrument. The white contour represents the best￾fitting spatial model (68% containment). Bottom Right: Averaged spectrum of Mrk 421 during increased activity in January 2026. J1745-303, SNR G0.9+0.1, available in Abe et al.…
Figure 2 of the paper
Figure 2. Simulation of 250 hours of SST-1M observation of the Galactic Center region. The simulated spatial model of the diffuse emission is shown as a grey contour. Left: The excess map showing the brightest sources in the central molecular region. The color scale represents the number of excess events in each 0.02◦ bin of the map, convoluted with a disk of 0.08◦ radius. Right: The residual map after subtraction of all fitted sources (resulting from the 3D modeling of the region) except for the diffuse component emission
Figure 3 of the paper
Figure 3. Left: Spectrum of the Galactic Center and the diffuse emission as seen with SST-1M in the South. The PL models of the Ridge emission as reported by H.E.S.S. (H.E.S.S. Collaboration 2016), MAGIC (MAGIC Collaboration 2020), VERITAS (Adams et al. 2021), and HAWC (Albert et al. 2024) are also shown for comparison. Right: Significance of the cutoff detection for different assumptions of the cutoff energy (20 realisations each). The resulting Spectral Energy Distributions of HESS J1745-290 (Sgr A*) and the diffuse emission as expected to be seen by SST-1M are shown in the left panel of

Figures are the authors', reproduced from the paper.

References (30)
  1. [1] Mono and stereo performance of the two SST-1M telescope prototypes. arXiv e-prints , keywords =. doi:10.48550/arXiv.2307.09799 , archivePrefix =. 2307.09799 , primaryClass = on PithPith's reviewarXivdoi:10.48550/arxiv.2307.09799
  2. [2] Axel Donath and others , title =. doi:10.5281/zenodo.5721467 , url = on Pithdoi:10.5281/zenodo.5721467
  3. [3] The SST-1M imaging atmospheric Cherenkov telescope for gamma-ray astrophysics. JCAP , keywords =. doi:10.1088/1475-7516/2025/02/047 , archivePrefix =. 2409.11310 , primaryClass = on PithPith's reviewarXiv
  4. [4] An innovative silicon photomultiplier digitizing camera for gamma-ray astronomy. European Physical Journal C , keywords =. doi:10.1140/epjc/s10052-017-4609-z , archivePrefix =. 1607.03412 , primaryClass = on PithPith's reviewarXiv
  5. [5] Observation of the Crab Nebula with the Single-Mirror Small-Size Telescope stereoscopic system at low altitude. A&A , keywords =. doi:10.1051/0004-6361/202555292 , archivePrefix =. 2506.01733 , primaryClass = on PithPith's reviewarXiv
  6. [6] New methods of atmospheric Cherenkov imaging for gamma-ray astronomy. I. The false source method. Astroparticle Physics , year = 1994, month = may, volume =. doi:10.1016/0927-6505(94)90036-1 , adsurl = on Pithdoi:10.1016/0927-6505(94)90036-1
  7. [7] Naima: a Python package for inference of particle distribution properties from nonthermal spectra. 34th International Cosmic Ray Conference (ICRC2015) , year = 2015, series =. doi:10.22323/1.236.0922 , archivePrefix =. 1509.03319 , primaryClass = on PithPith's reviewarXiv
  8. [8] Observation of VER J2019+368 with the SST-1M stereoscopic system. arXiv e-prints , keywords =. doi:10.48550/arXiv.2507.16408 , archivePrefix =. 2507.16408 , primaryClass = on PithPith's reviewarXivdoi:10.48550/arxiv.2507.16408
  9. [9] Very high energy gamma rays from the direction of Sagittarius A ^ *. A&A , keywords =. doi:10.1051/0004-6361:200400055 , archivePrefix =. astro-ph/0408145 , primaryClass = on PithPith's reviewarXiv
  10. [10] Acceleration of petaelectronvolt protons in the Galactic Centre. Nature , keywords =. doi:10.1038/nature17147 , archivePrefix =. 1603.07730 , primaryClass = on PithPith's reviewarXiv
  11. [11] TeV Gamma-Ray Observations of the Galactic Center Ridge by VERITAS. ApJ , keywords =. doi:10.3847/0004-637X/821/2/129 , archivePrefix =. 1602.08522 , primaryClass = on PithPith's reviewarXiv
  12. [12] Very high energy gamma rays from the composite SNR G 0.9+0.1. A&A , keywords =. doi:10.1051/0004-6361:200500022 , archivePrefix =. astro-ph/0501265 , primaryClass = on PithPith's reviewarXiv
  13. [13] Very-high Energy Observations of the Galactic Center Region by VERITAS in 2010-2012. ApJ , keywords =. doi:10.1088/0004-637X/790/2/149 , archivePrefix =. 1406.6383 , primaryClass = on PithPith's reviewarXiv
  14. [14] Characterising the VHE diffuse emission in the central 200 parsecs of our Galaxy with H.E.S.S. A&A , keywords =. doi:10.1051/0004-6361/201730824 , archivePrefix =. 1706.04535 , primaryClass = on PithPith's reviewarXiv
  15. [15] VERITAS Observations of the Galactic Center Region at Multi-TeV Gamma-Ray Energies. ApJ , keywords =. doi:10.3847/1538-4357/abf926 , archivePrefix =. 2104.12735 , primaryClass = on PithPith's reviewarXiv
  16. [16] MAGIC observations of the diffuse -ray emission in the vicinity of the Galactic center. A&A , keywords =. doi:10.1051/0004-6361/201936896 , archivePrefix =. 2006.00623 , primaryClass = on PitharXiv
  17. [17] Observation of the Galactic Center PeVatron beyond 100 TeV with HAWC. ApJL , keywords =. doi:10.3847/2041-8213/ad772e , archivePrefix =. 2407.03682 , primaryClass = on PitharXiv
  18. [18] TeV Gamma-Ray Diffuse Emissions in the Galactic Center Region with CTAO LST-1. 39th International Cosmic Ray Conference , year = 2025, month = dec, eid = on Pith
  19. [19] Operation of the SST-1M Cherenkov telescope gamma ray stereoscopic system. 39th International Cosmic Ray Conference , year = 2025, month = dec, eid = on Pith
  20. [20] Jury. sst1mpipe: v0.9.0. 13 Nov 2025 , month = nov, year = 2025, publisher =. doi:10.5281/zenodo.19663234 , url = on Pithdoi:10.5281/zenodo.19663234
show 10 more
  1. [21] Stereo observations of CTA 1 with SST-1M. arXiv e-prints , keywords =. doi:10.48550/arXiv.2509.26068 , archivePrefix =. 2509.26068 , primaryClass = on Pithdoi:10.48550/arxiv.2509.26068
  2. [22] SST-1M Observations of Markarian 421. arXiv e-prints , keywords =. doi:10.48550/arXiv.2507.18445 , archivePrefix =. 2507.18445 , primaryClass = on PithPith's reviewarXivdoi:10.48550/arxiv.2507.18445
  3. [23] Stereo performance of SST-1M at different altitudes. arXiv e-prints , keywords =. doi:10.48550/arXiv.2507.16681 , archivePrefix =. 2507.16681 , primaryClass = on PithPith's reviewarXivdoi:10.48550/arxiv.2507.16681
  4. [24] Calibration and Performance Validation of the SST-1M Telescopes Using Crab Nebula Observations. arXiv e-prints , keywords =. doi:10.48550/arXiv.2508.08861 , archivePrefix =. 2508.08861 , primaryClass = on PithPith's reviewarXivdoi:10.48550/arxiv.2508.08861
  5. [25] Tibaldo, Luigi and others , title =. doi:10.5281/zenodo.10008527 , url = on Pithdoi:10.5281/zenodo.10008527
  6. [26] Prospects for a survey of the galactic plane with the Cherenkov Telescope Array. JCAP , keywords =. doi:10.1088/1475-7516/2024/10/081 , archivePrefix =. 2310.02828 , primaryClass = on PithPith's reviewarXiv
  7. [27] The GC at VHE after 16 years of H.E.S.S. observations , booktitle =. 2026 , doi = on Pith
  8. [28] On the cosmic-ray distribution in the Galactic Center region: New insights from H.E.S.S. arXiv e-prints , keywords =. doi:10.48550/arXiv.2507.00132 , archivePrefix =. 2507.00132 , primaryClass = on PithPith's reviewarXivdoi:10.48550/arxiv.2507.00132
  9. [29] Wilks, S. S. The Large-Sample Distribution of the Likelihood Ratio for Testing Composite Hypotheses. Annals Math. Statist. 1938. doi:10.1214/aoms/1177732360 on PitharXiv
  10. [30] SST-1M measurement of the multi-TeV gamma-ray emission of the CTA 1 Supernova Remnant. A&A , year = 2026, volume = on Pith
How the literature uses it

What this paper does with the arXiv papers it cites

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

What it cites · 12 sentences without a confident label

Uses data or values from 3 papers
Cites as background 9 papers

Challenges and discussion

Disagree with the review, or know something it missed? Leave a comment, or challenge this review formally: a challenge becomes a permanent entry in this paper's record, and its decision is published here.

No comments yet.

Sign in to comment