WimPyDD: an object-oriented Python code for the calculation of WIMP direct detection signals
arXiv:2106.06207 · doi:10.1016/j.cpc.2022.108342
Abstract
We introduce WimPyDD, a modular, object-oriented and customizable Python code that calculates accurate predictions for the expected rates in Weakly Interacting Massive Particle (WIMP) direct-detection experiments within the framework of Galilean-invariant non-relativistic effective theory in virtually any scenario, including inelastic scattering, an arbitrary WIMP spin and a generic WIMP velocity distribution in the Galactic halo. WimPyDD exploits the factorization of the three main components that enter in the calculation of direct detection signals: i) the Wilson coefficients that encode the dependence of the signals on the ultraviolet completion of the effective theory; ii) a response function that depends on the nuclear physics and on the main features of the experimental detector (acceptance, energy resolution, response to nuclear recoils); iii) a halo function that depends on the WIMP velocity distribution and that encodes the astrophysical inputs. In WimPyDD these three components are calculated and stored separately for later interpolation and combined together only as the last step of the signal evaluation procedure. This makes the phenomenological study of the direct detection scattering rate with WimPyDD transparent and fast also when the parameter space of the WIMP model has a large dimensionality.
arXiv comment33 pages, 4 figure, 4 tables. WimPyDD can be downloaded from https://wimpydd.hepforge.org/
References in corpus (32)
- A Unified Approach to the Classical Statistical Analysis of Small Signals
- Dark Matter Search Results from a One TonneYear Exposure of XENON1T
- Inelastic Dark Matter
- The Effective Field Theory of Dark Matter Direct Detection
- Light Dark Matter Search with Ionization Signals in XENON1T
- The DAMA/LIBRA apparatus
- First dark matter search results from a 4-kg CFI bubble chamber operated in a deep underground site
- Model-independent WIMP Scattering Responses and Event Rates: A Mathematica Package for Experimental Analysis
- Dark Matter Search Results from the Complete Exposure of the PICO-60 CF Bubble Chamber
- First model independent results from DAMA/LIBRA-phase2
- Large-scale nuclear structure calculations for spin-dependent WIMP scattering with chiral effective field theory currents
- Integrating Out Astrophysical Uncertainties
- Spin-Dependent Neutralino-Nucleus Scattering for Nuclei
- On the relation between Migdal effect and dark matter-electron scattering in isolated atoms and semiconductors
- Search for a Dark Matter-Induced Annual Modulation Signal in NaI(Tl) with the COSINE-100 Experiment
- Form factors for dark matter capture by the Sun in effective theories
- Final Results of the PICASSO Dark Matter Search Experiment
- First results on dark matter annual modulation from ANAIS-112 experiment
- Recasting direct detection limits within micrOMEGAs and implication for non-standard Dark Matter scenarios
- A General Analysis of Direct Dark Matter Detection: From Microphysics to Observational Signatures
- Generalized Halo Independent Comparison of Direct Dark Matter Detection Data
- Spin Dependence of Dark Matter Scattering
- Present and projected sensitivities of Dark Matter direct detection experiments to effective WIMP-nucleus couplings
- DAMA/LIBRA-phase2 in WIMP effective models
- Global limits and interference patterns in dark matter direct detection
- Probing DAMA/LIBRA in the full parameter space of WIMP effective models of inelastic scattering
- The effective theory of nuclear scattering for a WIMP of arbitrary spin
- The phenomenology of nuclear scattering for a WIMP of arbitrary spin
- On the sensitivity of present direct detection experiments to WIMP-quark and WIMP-gluon effective interactions: a systematic assessment and new model-independent approaches
- Anapole Dark Matter after DAMA/LIBRA-phase2
- Proton-philic spin-dependent inelastic Dark Matter (pSIDM) as a viable explanation of DAMA/LIBRA-phase2
- COSINE-100 and DAMA/LIBRA-phase2 in WIMP effective models
Cited by in corpus (14)
- First Constraints on WIMP-Nucleon Effective Field Theory Couplings in an Extended Energy Region From LUX-ZEPLIN
- EasyScan_HEP: a tool for connecting programs to scan the parameter space of physics models
- Improved White Dwarves Constraints on Inelastic Dark Matter and Left-Right Symmetric Models
- Low-mass extension of direct detection bounds on WIMP-quark and WIMP-gluon effective interactions using the Migdal effect
- Probing Dark Matter Electromagnetic Properties in Direct Detection Experiments
- obscura: A modular C++ tool and library for the direct detection of (sub-GeV) dark matter via nuclear and electron recoils
- Low-mass constraints on WIMP effective models of inelastic scattering using the Migdal effect
- Isospin-violating dark matter at liquid noble detectors: new constraints, future projections, and an exploration of target complementarity
- Bayesian technique to combine independently-trained Machine-Learning models applied to direct dark matter detection
- Constraints On Covariant WIMP-Nucleon Effective Field Theory Interactions from the First Science Run of the LUX-ZEPLIN Experiment
- Bracketing the direct detection exclusion plot for a WIMP of spin one half in non-relativistic effective theory
- Complementarity of experiments in probing the non-relativistic effective theory of dark matter-nucleon interactions
- Information-theoretic astrophysical uncertainties in the effective theory of dark matter direct detection
- Projected Sensitivity of Paleo-Detectors to Dark Matter Effective Interactions with Nuclei