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We present the results from combining machine learning with the profile likelihood fit procedure, using data from the Large Underground Xenon (LUX) dark matter experiment. This approach demonstrates reduction in computation time by a factor…

The complementarity of direct, indirect and collider searches for dark matter has improved our understanding concerning the properties of the dark matter particle. In this short review, we present a step toward the fundamental nature of…

高能物理 - 唯象学 · 物理学 2017-11-08 Farinaldo S. Queiroz

We investigate the direct detection phenomenology of a class of dark matter (DM) models in which DM does not directly interact with nuclei, {but rather} the products of its annihilation do. When these annihilation products are very light…

高能物理 - 唯象学 · 物理学 2015-06-17 John F. Cherry , Mads T. Frandsen , Ian M. Shoemaker

We present a new model of the dark sector involving Dirac fermion dark matter, with axial coupling to a dark photon which provides a portal to Standard Model particles. In the non-relativistic limit, this implies that the dominant effective…

高能物理 - 唯象学 · 物理学 2025-10-29 X. G. Wang , A. W. Thomas

We present a summary of the current status of searches for dark matter at the LHC from the ATLAS and CMS experiments. For various assumptions in the simplified parameter space, the LHC exclusions is complementary to direct detection…

高能物理 - 实验 · 物理学 2017-09-08 Tae Min Hong

Despite compelling arguments that significant discoveries of physics beyond the standard model are likely to be made at the Large Hadron Collider, it remains possible that this machine will make no such discoveries, or will make no…

高能物理 - 唯象学 · 物理学 2009-11-03 Maria Beltran , Dan Hooper , Edward W. Kolb , Zosia C. Krusberg

We propose a dedicated analysis approach for indirect Dark Matter searches with Imaging Air Cherenkov Telescopes. By using the full likelihood analysis, we take complete advantage of the distinct features expected in the gamma ray spectrum…

高能天体物理现象 · 物理学 2012-10-19 Jelena Aleksic , Javier Rico , Manel Martinez

In the last few years many advances have been made in the field of dark matter direct detection. In this article I will review the progress and status of experiments that employ detection techniques that do not use noble liquids. First, I…

天体物理仪器与方法 · 物理学 2014-11-21 J. Cooley

Dark matter could be made up of dark photons, massive but very light particles whose interactions with matter resemble those of usual photons but suppressed by a small mixing parameter. We analyze the main approaches to dark photon…

高能物理 - 唯象学 · 物理学 2019-09-13 C. Álvarez-Luna , J. A. R. Cembranos

A wide range of techniques have been developed to search for particle dark matter, including direct detection, indirect detection, and collider searches. The prospects for the detection of neutralino dark matter is quite promising for each…

高能物理 - 唯象学 · 物理学 2008-11-26 Dan Hooper

Dark matter with MeV scale mass is difficult to detect with standard direct search detectors. However, they can be searched for by considering the up-scattering of kinetic energies by cosmic rays. Because the dark matter density is higher…

宇宙学与河外天体物理 · 物理学 2023-08-01 Keiko I. Nagao , Satoshi Higashino , Tatsuhiro Naka , Kentaro Miuchi

I present a short overview of the latest developments in indirect searches for dark matter using gamma rays, X-rays, charged cosmic rays, micro waves, radio waves, and neutrinos. I briefly outline key past, present, and future experiments…

高能物理 - 唯象学 · 物理学 2020-06-02 Rebecca K. Leane

We explore dark matter in the Finely Tuned Minimal Supersymmetric Standard model recently proposed by Arkani-Hamed and Dimopoulos. Relative to the MSSM, there are fewer particles at freeze-out, so the calculation of the relic abundance…

高能物理 - 唯象学 · 物理学 2008-11-26 Aaron Pierce

We extend the halo-independent method to compare direct dark matter detection data, so far used only for spin-independent WIMP-nucleon interactions, to any type of interaction. As an example we apply the method to magnetic moment…

高能物理 - 唯象学 · 物理学 2015-06-16 Eugenio Del Nobile , Graciela Gelmini , Paolo Gondolo , Ji-Haeng Huh

The local density of dark matter is an important quantity. On the one hand, its value is needed for dark matter direct detection searches. On the other hand, a precise and robust determination of the local dark matter density would help us…

星系天体物理 · 物理学 2020-05-20 Pablo F. de Salas

Various methods of searching for supersymmetric dark matter are sensitive to WIMPs with different properties. One consequence of this is that the phenomenology of dark matter detection can vary dramatically in different supersymmetric…

高能物理 - 唯象学 · 物理学 2009-11-10 Dan Hooper , Lian-Tao Wang

We present a method to calculate, without making assumptions about the local dark matter velocity distribution, the maximal and minimal number of signal events in a direct detection experiment given a set of constraints from other direct…

高能物理 - 唯象学 · 物理学 2017-09-06 Alejandro Ibarra , Andreas Rappelt

The dark matter directional detection opens a new field in cosmology bringing the possibility to build a map of nuclear recoils that would be able to explore the galactic dark matter halo giving access to a particle characterization of such…

The detection of Dark Matter (DM) remains a significant challenge in particle physics. This study exploits advanced machine learning models to improve detection capabilities of liquid xenon time projection chamber experiments, utilizing…

天体物理仪器与方法 · 物理学 2025-01-17 Daniel E. Lopez-Fogliani , Andres D. Perez , Roberto Ruiz de Austri