Energy correlators beyond angles
Abstract Energy correlators are theoretically simple and physically intuitive observables that bridge experimental and theoretical particle physics. They have for example enabled the most precise jet substructure determination of the strong coupling constant to date, and recent proposals suggest tha...
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| Format: | Article |
| Language: | English |
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SpringerOpen
2025-07-01
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| Series: | Journal of High Energy Physics |
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| Online Access: | https://doi.org/10.1007/JHEP07(2025)043 |
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| author | Samuel Alipour-fard Wouter J. Waalewijn |
| author_facet | Samuel Alipour-fard Wouter J. Waalewijn |
| author_sort | Samuel Alipour-fard |
| collection | DOAJ |
| description | Abstract Energy correlators are theoretically simple and physically intuitive observables that bridge experimental and theoretical particle physics. They have for example enabled the most precise jet substructure determination of the strong coupling constant to date, and recent proposals suggest that they may be used to precisely determine the top quark mass with calculable, small theoretical uncertainties. However, existing energy correlators all measure correlations in angles between particles, from which other observables such as mass must be inferred through potentially complicated procedures. In this work, we generalize energy correlators to enable straightforward measurements of non-angular correlations, which we call Energy Weighted Observable Correlations (EWOCs). To enforce collinear safety, EWOCs quantify correlations between subjets rather than particles. The subjet radius can be tuned to control both the physical scales probed by EWOCs and their sensitivity to non-perturbative physics. We focus on the phenomenologically relevant example of the mass EWOC, which measures mass correlations between pairs of subjets, in the task of extracting mass scales from jets. In jet substructure determinations of the mass of a hadronically-decaying W boson, we show that the mass EWOC outperforms the angle-based energy correlator, and performs comparably to the soft-drop groomed jet mass. As a first exploration of the theoretical properties of EWOCs, we also calculate the mass EWOC on light-quark jets and compare to results obtained with Pythia 8.309. |
| format | Article |
| id | doaj-art-d47f70c6c3d7469d98c29af7d799e442 |
| institution | Kabale University |
| issn | 1029-8479 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Journal of High Energy Physics |
| spelling | doaj-art-d47f70c6c3d7469d98c29af7d799e4422025-08-20T03:45:40ZengSpringerOpenJournal of High Energy Physics1029-84792025-07-012025713110.1007/JHEP07(2025)043Energy correlators beyond anglesSamuel Alipour-fard0Wouter J. Waalewijn1Center for Theoretical Physics, Massachusetts Institute of TechnologyTheory Group, NikhefAbstract Energy correlators are theoretically simple and physically intuitive observables that bridge experimental and theoretical particle physics. They have for example enabled the most precise jet substructure determination of the strong coupling constant to date, and recent proposals suggest that they may be used to precisely determine the top quark mass with calculable, small theoretical uncertainties. However, existing energy correlators all measure correlations in angles between particles, from which other observables such as mass must be inferred through potentially complicated procedures. In this work, we generalize energy correlators to enable straightforward measurements of non-angular correlations, which we call Energy Weighted Observable Correlations (EWOCs). To enforce collinear safety, EWOCs quantify correlations between subjets rather than particles. The subjet radius can be tuned to control both the physical scales probed by EWOCs and their sensitivity to non-perturbative physics. We focus on the phenomenologically relevant example of the mass EWOC, which measures mass correlations between pairs of subjets, in the task of extracting mass scales from jets. In jet substructure determinations of the mass of a hadronically-decaying W boson, we show that the mass EWOC outperforms the angle-based energy correlator, and performs comparably to the soft-drop groomed jet mass. As a first exploration of the theoretical properties of EWOCs, we also calculate the mass EWOC on light-quark jets and compare to results obtained with Pythia 8.309.https://doi.org/10.1007/JHEP07(2025)043Jets and Jet SubstructureSpecific QCD Phenomenology |
| spellingShingle | Samuel Alipour-fard Wouter J. Waalewijn Energy correlators beyond angles Journal of High Energy Physics Jets and Jet Substructure Specific QCD Phenomenology |
| title | Energy correlators beyond angles |
| title_full | Energy correlators beyond angles |
| title_fullStr | Energy correlators beyond angles |
| title_full_unstemmed | Energy correlators beyond angles |
| title_short | Energy correlators beyond angles |
| title_sort | energy correlators beyond angles |
| topic | Jets and Jet Substructure Specific QCD Phenomenology |
| url | https://doi.org/10.1007/JHEP07(2025)043 |
| work_keys_str_mv | AT samuelalipourfard energycorrelatorsbeyondangles AT wouterjwaalewijn energycorrelatorsbeyondangles |