2,189 research outputs found
Probing GeV-scale MSSM neutralino dark matter in collider and direct detection experiments
Given the recent constraints from the dark matter (DM) direct detections, we
examine a light GeV-scale (2-30 GeV) neutralino DM in the alignment limit of
the Minimal Supersymmetric Standard Model (MSSM). In this limit without
decoupling, the heavy CP-even scalar plays the role of the Standard Model
(SM) Higgs boson while the other scalar can be rather light so that the DM
can annihilate through the resonance or into a pair of to achieve the
observed relic density. With the current collider and cosmological constraints,
we find that such a light neutralino DM above 6 GeV can be excluded by the
XENON-1T (2017) limits while the survivied parameter space below 6 GeV can be
fully covered by the future germanium-based light dark matter detections (such
as CDEX), by the Higgs coupling precison measurements or by the production
process at an electron-positron collider (Higgs factory).Comment: 15 pages, 5 figures. Discussions and references added, version
accepted by PL
Simplified TeV leptophilic dark matter in light of DAMPE data
Using a simplified framework, we attempt to explain the recent DAMPE cosmic
flux excess by leptophilic Dirac fermion dark matter (LDM). The
scalar () and vector () mediator fields connecting LDM and
Standard Model particles are discussed. Under constraints of DM relic density,
gamma-rays, cosmic-rays and Cosmic Microwave Background (CMB), we find that the
couplings , , and can
produce the right bump in flux for a DM mass around 1.5 TeV with a
natural thermal annihilation cross-section today. Among them, coupling is tightly constrained by
PandaX-II data (although LDM-nucleus scattering appears at one-loop level) and
the surviving samples appear in the resonant region, . We also study the related collider signatures, such as dilepton
production , and muon anomaly. Finally,
we present a possible realization for such leptophilic dark matter.Comment: discussions added, version accepted by JHE
3-MethÂoxy-4-[3-(2-methyl-4-nitro-1H-imidazol-1-yl)propÂoxy]benzaldehyde
In the title molÂecule, C15H17N3O5, the dihedral angle between the benzene and imidazole rings is 3.69 (2)°. The crystal structure is stabilized by weak interÂmolecular C—H⋯O hydrogen bonds and π–π stacking interÂactions with a centroid–centroid distance of 3.614 (1) Å
ACMP: Allen-Cahn Message Passing for Graph Neural Networks with Particle Phase Transition
Neural message passing is a basic feature extraction unit for
graph-structured data considering neighboring node features in network
propagation from one layer to the next. We model such process by an interacting
particle system with attractive and repulsive forces and the Allen-Cahn force
arising in the modeling of phase transition. The dynamics of the system is a
reaction-diffusion process which can separate particles without blowing up.
This induces an Allen-Cahn message passing (ACMP) for graph neural networks
where the numerical iteration for the particle system solution constitutes the
message passing propagation. ACMP which has a simple implementation with a
neural ODE solver can propel the network depth up to one hundred of layers with
theoretically proven strictly positive lower bound of the Dirichlet energy. It
thus provides a deep model of GNNs circumventing the common GNN problem of
oversmoothing. GNNs with ACMP achieve state of the art performance for
real-world node classification tasks on both homophilic and heterophilic
datasets.Comment: 26 pages, 5 figures. NeurIPS 2022 Workshop on GLFrontiers (Oral).
ICLR 2023 (Spotlight
Aquaporin 1, a potential therapeutic target for migraine with aura
The pathophysiology of migraine remains largely unknown. However, evidence regarding the molecules participating in the pathophysiology of migraine has been accumulating. Water channel proteins, known as aquaporins (AQPs), notably AQP-1 and AQP-4, appears to be involved in the pathophysiology of several neurological diseases. This review outlines newly emerging evidence indicating that AQP-1 plays an important role in pain signal transduction and migraine and could therefore serve as a potential therapeutic target for these diseases
A second orthoÂrhomÂbic polymorph of 2-(pyridin-4-ylmethÂoxy)phenol
The crystal structure of the title compound, C12H11NO2, represents a new orthoÂrhomÂbic polymorph II of the previously reported orthoÂrhomÂbic form I [Zhang et al. (2009 â–¶) Acta Cryst. E65, o3160]. In polymorph II, the six-membered rings form a dihedral angle of 13.8 (1)° [71.6 (1)° in I], and O—H⋯N hydrogen bonds link molÂecules into chains along [100], whereas the crystal structure of I features hydrogen-bonded centrosymmetric dimers
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