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Les Houches Lectures on Indirect Detection of Dark Matter

by Tracy R. Slatyer

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Submission summary

Authors (as registered SciPost users): Tracy Slatyer
Submission information
Preprint Link: https://arxiv.org/abs/2109.02696v1  (pdf)
Date submitted: 2021-09-09 20:22
Submitted by: Slatyer, Tracy
Submitted to: SciPost Physics Lecture Notes
Ontological classification
Academic field: Physics
Specialties:
  • Gravitation, Cosmology and Astroparticle Physics
  • High-Energy Physics - Phenomenology
Approaches: Theoretical, Phenomenological

Abstract

These lectures, presented at the 2021 Les Houches Summer School on Dark Matter, provide an introduction to key methods and tools of indirect dark matter searches, as well as a status report on the field circa summer 2021. Topics covered include the possible effects of energy injection from dark matter on the early universe, methods to calculate both the expected energy distribution and spatial distribution of particles produced by dark matter interactions, an outline of theoretical models that predict diverse signals in indirect detection, and a discussion of current constraints and some claimed anomalies. These notes are intended as an introduction to indirect dark matter searches for graduate students, focusing primarily on intuition-building estimates and useful concepts and tools.

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Has been resubmitted

Reports on this Submission

Report #3 by Anonymous (Referee 1) on 2021-11-8 (Invited Report)

  • Cite as: Anonymous, Report on arXiv:2109.02696v1, delivered 2021-11-08, doi: 10.21468/SciPost.Report.3811

Report

I have carefully read through the Les Houches Lectures on Indirect Detection of Dark Matter by Tracy Slatyer. I find the lectures to be well-written, consise and informative. I recommend them for publication. I have only a few minor comments, which may be ignored or implemented based on the preference of the author:

1.) The discussion of the effects of freeze-out on pages 3 and 4 is a very interesting approach – but I think it potentially gives students a mistaken impression that freeze-out temperatures are expected to be O(1 MeV) – where in reality the text is simply discussing a worst-case scenario. It is probably worth adding an extra sentence at the top of page 4 to explain that this scenario is being chosen because it represents the worst possible value, rather than a reasonable ballpark prediction for freeze-out.
2.) On page 12, it may be worth mentioning that certain “hard” final states also avail themselves to similar bump-hunt techniques. The constraints can often be almost as strong so long as the gamma-ray spectrum is peaked over a range that is smaller than the instrumental energy resolution.
3.) On the bottom of page 33, the standard diffusion distance for e+e- pairs is given to be O(100 pc) – but this is a very energy-dependent statement, and it is unclear what energy is being used here. It may also be worth noting the energy scaling for cooling vs. diffusion – which is somewhat counter-intuitive.
4.) On page 34, it is probably worth noting that anti-Helium is sort of an unexpected detection – as many of these techniques were used to search for anti-deuterons, which have not been found.

Otherwise, I believe this lecture is a great addition to the literature, and should be published. I leave all of these comments to the author’s discretion, as I believe the article is already in very good shape.

  • validity: -
  • significance: -
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Report #2 by Anonymous (Referee 2) on 2021-10-11 (Invited Report)

  • Cite as: Anonymous, Report on arXiv:2109.02696v1, delivered 2021-10-11, doi: 10.21468/SciPost.Report.3646

Report

In the manuscript the author presents a review of the current status of indirect searches for dark matter (DM). The manuscript is well written and also well structured with respect to the topic discussed. Thus, I have just few minor comments for the author's attention, which nonetheless I hope can be of help for some improvement of the manuscript.

-- Section 2: since the manuscript is meant for a school and it's pedagogical in nature I think it's worth adding some more plot here and there. For example in section 2.3 plots of the energy spectra of the products (gamma rays or e+e-) of 2body annihilation/decay (of course they can be found somewhere else but it would be useful to have them also here to have a self-contained discussion). Or when Sommerfeld enhancement is discussed, it can be mentioned that plots of the cross-section dependence and resonance with mass are shown later in section 4.2.3 and figure 7.

-- bottom of page 13: I think there is a typo: it says
"Here D(E) is a diffusion coefficient, which we approximate to be independent of energy and time;"
but I guess it's meant to be something like:
"Here D(E) is a diffusion coefficient, which we approximate to be time and space independent"
(the energy dependence is present and discussed afterwards)

-- Eq.14 15 e 16: probably it should be made a bit more clear that eq.14-15, referring to the DM smooth case, represent a somewhat academic case since matter in reality is clustered and this changes the result *dramatically* for the annihilating case (4-5 orders of magnitude). In this respect, it is also worth adding some more references besides ref.75. In particular, ref.75 discusses a special treatment which exploits n-body simulations to calculate the DM annihilation signal, but this kind of
calculation is routinely perfumed in a simplified way using the halo model of structures. For example, a seminal paper in this respect is:
Ullio et al. Phys.Rev.D 66 (2002) 123502, astro-ph/0207125
while something more recent is
Ackermann et al. JCAP 09 (2015) 008 astro-ph/1501.05464

-- in relation to the previous point, in section 4.2.2 I think some more detailed mention should be included regarding the DM limits from the extra-galactic gamma-ray background (EGB) since the extragalactic signal is among the most studied targets together with the Galactic center and dwarfs galaxies.
Moreover among the different techniques which are used to study the EGB there is the non-poissonian template fitting,
(Zechlin et al. Astrophys.J.Suppl. 225 (2016) 2, 18 e-Print: 1512.07190,
Lisanti et al. Astrophys.J. 832 (2016) 2, 117 e-Print: 1606.04101,
Feyereisen et al. JCAP 09 (2015) 027 e-Print: 1506.05118)
which is discussed in detail in section 6.6. Thus it would be nice to mention it also here to show that this a general methodology which finds application in multiple contexts.

-- I see that only some brief mention is devoted to DM indirect detection with neutrinos. Is this because the topic is covered in some other lecture of the school? Since the title says generically "indirect detection" I would have expected this topic to be covered. Otherwise I think the preference to focus more specifically only on gamma-rays and cosmic rays and to leave out neutrinos should be better clarified in the abstract and introduction (eventually maybe also in the title).

  • validity: high
  • significance: good
  • originality: ok
  • clarity: high
  • formatting: excellent
  • grammar: excellent

Report #1 by Anonymous (Referee 3) on 2021-10-10 (Invited Report)

  • Cite as: Anonymous, Report on arXiv:2109.02696v1, delivered 2021-10-10, doi: 10.21468/SciPost.Report.3634

Report

This manuscript consists of a very well written set of lecture notes, based on lectures presented by the author at the Les Houches Summer School on Dark Matter earlier this year. These lecture notes provide an authoritative and pedagogical account of dark matter indirect detection, together with an overview of the status of the field. This topic is of ongoing interest to the research community. The material is correct, logically organized, and presented in a clear and accessible manner. The references are comprehensive. This is an excellent resource for graduate students and others who are new to dark matter indirect detection. This manuscript should certainly be published.

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