Calculation of crystal defects induced in CaWO$_{4}$ by 100 eV displacement cascades using a linear Machine Learning interatomic potential
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arXiv
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| Main Authors: | , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866911937842905088 |
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| author | Soum-Sidikov, Gabrielle Crocombette, Jean-Paul Marinica, Mihai-Cosmin Doutre, Corentin Lhuillier, David Thulliez, Loïc |
| author_facet | Soum-Sidikov, Gabrielle Crocombette, Jean-Paul Marinica, Mihai-Cosmin Doutre, Corentin Lhuillier, David Thulliez, Loïc |
| contents | We determine the energy stored in the crystal defects induced by $\mathcal{O}(10-100)$\,eV nuclear recoils in low-threshold CaWO$_{4}$ cryogenic detectors. A Machine Learning interatomic potential is developed to perform molecular dynamics simulations. We show that the energy spectra expected from Dark Matter and neutrino coherent scattering are affected by the crystal defects and we provide reference predictions. We discuss the special case of the spectrum of nuclear recoils induced by neutron capture, which could offer a unique sensitivity to the calculated stored energies. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2407_00133 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Calculation of crystal defects induced in CaWO$_{4}$ by 100 eV displacement cascades using a linear Machine Learning interatomic potential Soum-Sidikov, Gabrielle Crocombette, Jean-Paul Marinica, Mihai-Cosmin Doutre, Corentin Lhuillier, David Thulliez, Loïc Instrumentation and Detectors Materials Science High Energy Physics - Experiment Nuclear Experiment We determine the energy stored in the crystal defects induced by $\mathcal{O}(10-100)$\,eV nuclear recoils in low-threshold CaWO$_{4}$ cryogenic detectors. A Machine Learning interatomic potential is developed to perform molecular dynamics simulations. We show that the energy spectra expected from Dark Matter and neutrino coherent scattering are affected by the crystal defects and we provide reference predictions. We discuss the special case of the spectrum of nuclear recoils induced by neutron capture, which could offer a unique sensitivity to the calculated stored energies. |
| title | Calculation of crystal defects induced in CaWO$_{4}$ by 100 eV displacement cascades using a linear Machine Learning interatomic potential |
| topic | Instrumentation and Detectors Materials Science High Energy Physics - Experiment Nuclear Experiment |
| url | https://arxiv.org/abs/2407.00133 |