Inclusive and differential cross section measurements of top quark pair (tt\u0304) production in association with a photon (γ) are performed as a function of lepton, photon, top quark, and tt\u0304 kinematic observables, using data from proton-proton collisions at √s = 13 TeV, corresponding to an integrated luminosity of 138 fb−1, collected at the CERN LHC with the CMS detector. Events containing two leptons (electrons or muons) and a photon in the final state are considered. The fiducial cross section of tt\u0304γ is measured to be 137 ± 8 fb, in a phase space including events with a high momentum, isolated photon. The fiducial cross section of tt\u0304γ is also measured to be 56 ± 5 fb when considering only events where the photon is emitted in the production part of the process. Both measurements are in agreement with the theoretical predictions, of 126 ± 19 fb and 57 ± 5 fb, respectively. Differential measurements are performed at the particle and parton levels. Additionally, inclusive and differential ratios between the cross sections of tt\u0304γ and tt\u0304 production are measured. The inclusive ratio is found to be 0.0133 ± 0.0005, in agreement with the standard model prediction of 0.0127 ± 0.0008. The top quark charge asymmetry in tt\u0304γ production is also measured to be −0.012 ± 0.042, compatible with both the standard model prediction and with no asymmetry.
", "doi": "10.1007/jhep04(2026)086", "issn": "1029-8479", "publisher": "Springer Science and Business Media LLC", "publication": "Journal of High Energy Physics", "publication_date": "2026-04", "series_number": "4", "volume": "2026", "issue": "4", "pages": "86" }, { "id": "authors:z0n97-c3880", "collection": "authors", "collection_id": "z0n97-c3880", "cite_using_url": "https://authors.library.caltech.edu/records/z0n97-c3880", "type": "article", "title": "Search for light pseudoscalar boson pairs produced from Higgs boson decays using the 4\u03c4 and 2\u03bc2\u03c4 final states in proton-proton collisions at \u221as = 13 TeV", "author": [ { "family_name": "Chekhovsky", "given_name": "V." }, { "family_name": "Hayrapetyan", "given_name": "A." }, { "family_name": "Makarenko", "given_name": "V.", "orcid": "0000-0002-8406-8605" }, { "family_name": "Tumasyan", "given_name": "A.", "orcid": "0009-0000-0684-6742" }, { "family_name": "Adam", "given_name": "W.", "orcid": "0000-0001-9099-4341" }, { "family_name": "Andrejkovic", "given_name": "J. 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The analysis examines decay modes where one a1 decays into a pair of tau leptons and the other decays into either another pair of tau leptons or a pair of muons. The a1 boson mass probed in this study ranges from 4 to 15 GeV. The data sample was recorded by the CMS experiment in proton-proton collisions at a center-of-mass energy of 13 TeV and corresponds to an integrated luminosity of 138 fb−1. No excess above standard model (SM) expectations is observed. The study combines the 4τ and 2μ2τ channels to set upper limits at 95% confidence level (CL) on the product of the Higgs boson production cross section and the branching fraction to the 4τ final state, relative to the Higgs boson production cross section predicted by the SM. In this interpretation, the a1 boson is assumed to have Yukawa-like couplings to fermions, with coupling strengths proportional to the respective fermion masses. The observed (expected) upper limits range between 0.007 (0.011) and 0.079 (0.066) across the mass range considered. The results are also interpreted in the context of models with two Higgs doublets and an additional complex singlet field (2HD+S). The tightest constraints are obtained for the Type III 2HD+S model. In this case, assuming the Higgs boson production cross section equals the SM prediction, values of the branching ratio for the Higgs boson decay into a pair of a1 bosons exceeding 16% are excluded at 95% CL for a1 boson masses between 5 and 15 GeV and tan β > 2, with the exception of scenarios in which the a1 boson mixes with charm or bottom quark-antiquark bound states.
\nThis Letter reports the first measurement of photonuclear \ud835\udc37\u2070 meson production in ultraperipheral heavy ion collisions. The study is performed using lead-lead collision data, with an integrated luminosity of 1.34 nb\u207b¹, collected by the CMS experiment at a nucleon-nucleon center-of-mass energy of 5.36 TeV. Photonuclear events, where one of the colliding nuclei breaks up and the other remains intact, are selected based on breakup neutron emissions and by requiring no particle activity in a large rapidity interval in the direction of the photon-emitting nucleus. The \ud835\udc37\u2070 mesons are reconstructed via the \ud835\udc37\u2070 →\ud835\udc3e−\u2062\ud835\udf0b+ decay channel, with the cross section measured as a function of \ud835\udc37\u2070 meson transverse momentum and rapidity. The results are compared with next-to-leading-order perturbative QCD calculations that employ recent parametrizations of the lead nuclear parton distribution functions, as well as with predictions based on the color glass condensate framework. This measurement is the first photonuclear collision study characterizing parton distribution functions of lead nuclei for parton fractional momenta \ud835\udc65 (relative to the nucleon) ranging approximately from a few 10\u207b\u2074 to 10\u207b² for different hard energy scale \ud835\udc44² selections.
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The analysis targets long-lived dark mesons that decay into standard-model particles, with a high branching fraction of the dark mesons decaying into muons. The dark mesons are formed by the hadronisation of dark partons, which are produced by a decay of the Higgs boson. The search is performed using a data set corresponding to an integrated luminosity of 41.6 fb−1, which was collected in proton-proton collisions at TeV by the CMS experiment at the CERN LHC in 2018 using non-prompt muon triggers. The search is based on resonant muon pair signatures. Machine-learning techniques are employed in the analysis, utilising boosted decision trees to discriminate between signal and background. No significant excess is observed above the standard model expectation. Upper limits on the branching fraction of the Higgs boson decaying to dark partons are determined to be as low as 10−4 at 95% confidence level, surpassing and extending the existing limits on models with dark ω mesons for mean proper decay lengths of less than 500 mm and for ω masses down to 0.3 GeV. First limits are set for extended dark-shower models with two dark flavours that contain dark photons, probing their masses down to 0.33 GeV.
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The data, corresponding to an integrated luminosity of 138 fb−1, were collected at the CERN LHC with the CMS detector during the 2016–2018 data-taking period. The analysis targets final states with a pair of isolated electrons or muons from Z boson decays and three or four jets, depending on the momentum of the vector boson that decays into quarks. Signal strength is measured for events characterized by a large invariant mass of two forward jets with a wide pseudorapidity gap between them. The electroweak production of ZV in association with two jets is measured with an observed (expected) significance of 1.3 (1.8) standard deviations. A combination of the analyses of ZV channel and the previously published WV channel in the lepton plus jets final state places constraints on effective field theory parameters that describe anomalous electroweak production of WW, WZ, and ZZ boson pairs in association with two jets. Several world best limits are set on anomalous quartic gauge couplings in terms of dimension-8 standard model effective field theory operators.
\nNeural networks with a latency requirement on the order of microseconds, like the ones used at the CERN Large Hadron Collider, are typically deployed on FPGAs fully unrolled and pipelined. A bottleneck for the deployment of such neural networks is area utilization, which is directly related to the required constant matrix-vector multiplication (CMVM) operations. In this work, we propose an efficient algorithm for implementing CMVM operations with distributed arithmetic on FPGAs that simultaneously optimizes for area consumption and latency. The algorithm achieves resource reduction similar to state-of-the-art algorithms while being significantly faster to compute. The proposed algorithm is open sourced and integrated into the hls4ml library, a free and open source library for running real-time neural network inference on FPGAs. We show that the proposed algorithm can reduce on-chip resources by up to a third for realistic, highly quantized neural networks while simultaneously reducing latency, enabling the implementation of previously infeasible networks.
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For the first time, the flavour structure of these operators is disentangled by simultaneously probing the interactions with different quark generations. The analysis targets the associated production of a top quark pair and a Z boson, as well as diboson processes in final states with at least three leptons, which can be electrons or muons. The data were recorded by the CMS experiment in the years 2016–2018 in proton-proton collisions at a centre-of-mass energy of 13 TeV and correspond to an integrated luminosity of 138 fb−1. Consistency with the standard model of particle physics is observed and limits are set on the selected Wilson coefficients, split into couplings to light- and heavy-quark generations.
\nA model-independent measurement of the differential production cross section of the Higgs boson decaying into a pair of W bosons, with a final state including two jets produced in association, is presented. In the analysis, events are selected in which the decay products of the two W bosons consist of an electron, a muon, and missing transverse momentum. The model independence of the measurement is maximized by employing a discriminating variable, developed through machine learning, that is agnostic to the signal hypothesis. The analysis is based on proton-proton collision data at √s = 13 TeV collected with the CMS detector from 2016–2018, corresponding to an integrated luminosity of 138 fb−1. The production cross section is measured as a function of the difference in azimuthal angle between the two jets. The differential cross section measurements are used to constrain Higgs boson couplings within the standard model effective field theory framework.
\nThe first observation of single top quark production in association with a \ud835\udc4a and a \ud835\udc4d boson in proton-proton collisions is reported. The analysis uses data at center-of-mass energies of 13 and 13.6 TeV recorded with the CMS detector at the CERN LHC, corresponding to a total integrated luminosity of 200 fb−1. Events with three or four charged leptons, which can be electrons or muons, are selected. Advanced machine-learning algorithms and improved reconstruction methods, compared to an earlier analysis, result in an unprecedented sensitivity to \ud835\udc61\u2062\ud835\udc4a\u2062\ud835\udc4d production. The measured cross sections for \ud835\udc61\u2062\ud835\udc4a\u2062\ud835\udc4d production are 248 ±52 fb and 242 ±77 fb for √\ud835\udc60 =13 and 13.6 TeV, respectively. The signal is established with a statistical significance of 5.8 standard deviations, with 3.5 expected, compared to the background-only hypothesis.
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The analysis considers two effective field theory models with dimension-six operators; involving four-fermion contact interactions between two leptons (\u2113\u2113, electrons or muons) and b or s quarks (bb\u2113\u2113 and bs\u2113\u2113). Two lepton flavor combinations (ee and μμ) are required and events are classified as having 0, 1, or ≥2 b-tagged jets in the final state. No significant excess is observed over the standard model backgrounds. Upper limits are set on the production cross section of the new physics signals. These translate into lower limits on the energy scale Λ of 6.9 to 9.0 TeV in the bb\u2113\u2113 model, depending on model parameters, and on the ratio of energy scale and effective coupling, Λ/g*, of 2.0 to 2.6 TeV in the bs\u2113\u2113 model. Lepton flavor universality is also tested by comparing the dielectron (ee) and dimuon (μμ) mass spectra for different b-tagged jet multiplicities. No significant deviation from the standard model expectation of unity is observed.
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"family_name": "Kim", "given_name": "V.", "orcid": "0000-0001-7161-2133" }, { "family_name": "Murzin", "given_name": "V.", "orcid": "0000-0002-0554-4627" }, { "family_name": "Oreshkin", "given_name": "V.", "orcid": "0000-0003-4749-4995" }, { "family_name": "Sosnov", "given_name": "D.", "orcid": "0000-0002-7452-8380" }, { "family_name": "Boos", "given_name": "E.", "orcid": "0000-0002-0193-5073" }, { "family_name": "Bunichev", "given_name": "V.", "orcid": "0000-0003-4418-2072" }, { "family_name": "Dubinin", "given_name": "M.", "orcid": "0000-0002-7766-7175", "clpid": "Dubinin-Mikhail" }, { "family_name": "Savrin", "given_name": "V.", "orcid": "0009-0000-3973-2485" }, { "family_name": "Snigirev", "given_name": "A.", "orcid": "0000-0003-2952-6156" }, { "literal": "CMS Collaboration" } ], "abstract": "Using proton-proton collision data collected by the CMS experiment at √\ud835\udc60=13 TeV in 2016–2018, corresponding to an integrated luminosity of 140 fb\u207b¹, the first full reconstruction of the three vector \ud835\udc35 meson states, \ud835\udc35*+, \ud835\udc35*0, and \ud835\udc35*0\ud835\udc60, is performed. The mass differences between the excited mesons and their corresponding ground states are measured to be \ud835\udc5a\u2061(\ud835\udc35*+)−\ud835\udc5a\u2061(\ud835\udc35+)=45.277±0.039±0.027 MeV, \ud835\udc5a\u2061(\ud835\udc35*0)−\ud835\udc5a\u2061(\ud835\udc350)=45.471±0.056±0.028 MeV, and \ud835\udc5a\u2061(\ud835\udc35*0\ud835\udc60)−\ud835\udc5a\u2061(\ud835\udc350\ud835\udc60)=49.407±0.132±0.041 MeV, where the first uncertainties are statistical and the second are systematic. These results improve on the precision of previous measurements by an order of magnitude.
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"0000-0002-7452-8380" }, { "family_name": "Boos", "given_name": "E.", "orcid": "0000-0002-0193-5073" }, { "family_name": "Bunichev", "given_name": "V.", "orcid": "0000-0003-4418-2072" }, { "family_name": "Dubinin", "given_name": "M.", "orcid": "0000-0002-7766-7175", "clpid": "Dubinin-Mikhael" }, { "family_name": "Savrin", "given_name": "V.", "orcid": "0009-0000-3973-2485" }, { "family_name": "Snigirev", "given_name": "A.", "orcid": "0000-0003-2952-6156" }, { "literal": "CMS Collaboration" } ], "abstract": "A search for the standard model Higgs boson decaying to a charm quark-antiquark pair,\n \n \n H\n \u2192\n \n c\n \n \n c\n \n \n \u00af\n \n \n \n \n \n , produced in association with a top quark-antiquark pair (\n \n \n t\n \n t\n \u00af\n \n \n H\n \n ) is presented. The search is performed with data from proton-proton collisions at\n \n \n s\n \n =\n 13\n \u2009\n \u2009\n TeV\n \n , corresponding to an integrated luminosity of\n \n 138\n \u2009\n \u2009\n \n fb\n \n \u2212\n 1\n \n \n \n . Advanced machine learning techniques are employed for jet flavor identification and event classification. The Higgs boson decay to a bottom quark-antiquark pair is measured simultaneously and the observed\n \n \n \n t\n \n \n t\n \n \n \u00af\n \n \n H\n \n (\n \n H\n \u2192\n b\n \n \n b\n \n \n \u00af\n \n \n \n )\n \n \n event rate relative to the standard model expectation is\n \n \n 0.91\n \n \u2212\n 0.22\n \n \n +\n 0.26\n \n \n \n . The observed (expected) upper limit on the product of production cross section and branching fraction\n \n \n \u03c3\n (\n \n t\n \n \n t\n \n \n \u00af\n \n \n \n H\n )\n \n B\n (\n H\n \u2192\n c\n \n \n c\n \n \n \u00af\n \n \n )\n \n \n \n is 0.11 (0.13)\u00a0pb at 95% confidence level, corresponding to 7.8 (8.7) times the standard model prediction. When combined with the previous search for\n \n H\n \u2192\n \n c\n \n c\n \u00af\n \n \n \n via associated production with a\n \n W\n \n or\n \n Z\n \n boson, the observed (expected) 95%\u00a0confidence interval on the Higgs-charm Yukawa coupling modifier,\n \n \n \u03ba\n c\n \n \n , is\n \n \n |\n \n \u03ba\n c\n \n |\n \n <\n 3.5\n \n (2.7), the most stringent constraint to date.", "doi": "10.1103/9nwb-splk", "issn": "0031-9007", "publisher": "American Physical Society", "publication": "Physical Review Letters", "publication_date": "2026-01-09", "series_number": "1", "volume": "136", "issue": "1", "pages": "011801" }, { "id": "authors:wk4fx-jnt10", "collection": "authors", "collection_id": "wk4fx-jnt10", "cite_using_url": "https://authors.library.caltech.edu/records/wk4fx-jnt10", "type": "article", "title": "Measurements of the inclusive W and Z boson production cross sections and their ratios in proton-proton collisions at \u221as = 13.6 TeV", "author": [ { "family_name": "Chekhovsky", "given_name": "V." }, { "family_name": "Hayrapetyan", "given_name": "A." }, { "family_name": "Makarenko", "given_name": "V.", "orcid": "0000-0002-8406-8605" }, { "family_name": "Tumasyan", "given_name": "A.", "orcid": "0009-0000-0684-6742" }, { "family_name": "Adam", "given_name": "W.", "orcid": "0000-0001-9099-4341" }, { "family_name": "Andrejkovic", "given_name": "J. 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Data collected in 2022 and corresponding to an integrated luminosity of 5.01 fb−1 with one or two identified muons in the final state are analyzed. The results for the products of total inclusive cross sections and branching fractions for muonic decays of W and Z bosons are 11.93 ± 0.08 (syst) ± 0.17 (lumi)^(+0.07)_(-0.07) (acceptance) nb for W+ boson production, 8.86 ± 0.06 (syst) ± 0.12 (lumi)^(+0.05)_(-0.06) (acceptance) nb for W− boson production, and 2.021 ± 0.009 (syst) ± 0.028 (lumi)^(+0.011)_(-0.013) (acceptance) nb for the Z boson production in the dimuon mass range of 60–120 GeV, all with negligible statistical uncertainties. Furthermore, the corresponding fiducial cross sections, as well as cross section ratios for both fiducial and total phase space, are provided. The ratios include charge-separated results for W boson production (W+ and W−) and the sum of the two contributions (W±), each relative to the measured Z boson production cross section. Additionally, the ratio of the measured cross sections for W+ and W− boson production is reported. All measurements are in agreement with theoretical predictions, calculated at next-to-next-to-leading order accuracy in quantum chromodynamics.
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based on LYSO:Ce crystals and SiPMs which are required to operate in an unprecedentedly harsh radiation environment (up to an integrated fluence of 2 x 10¹\u2074 1 MeV n_(eq)/cm²). It is designed as a key element of the upgrade of the existing CMS detector to provide a time resolution for minimum ionizing particles in the range between 30–60 ps throughout the entire operation at the High Luminosity LHC. A thorough optimization of its components has led to the final detector module layout which exploits 25 µm cell size SiPMs and 3.75 mm thick crystals. This design achieved the target performance in a series of test beam campaigns. In this paper we present test beam results which demonstrate the desired performance of detector modules in terms of radiation tolerance, time resolution and response uniformity.
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"0000-0002-3062-010X" }, { "family_name": "Slabospitskii", "given_name": "S.", "orcid": "0000-0001-8178-2494" }, { "family_name": "Uzunian", "given_name": "A.", "orcid": "0000-0002-7007-9020" }, { "family_name": "Babaev", "given_name": "A.", "orcid": "0000-0001-8876-3886" }, { "family_name": "Borshch", "given_name": "V.", "orcid": "0000-0002-5479-1982" }, { "family_name": "Druzhkin", "given_name": "D.", "orcid": "0000-0001-7520-3329" }, { "literal": "CMS Collaboration" } ], "abstract": "The first observation of coherent \ud835\udf19\u2061(1020) meson photoproduction off heavy nuclei is presented using ultraperipheral lead-lead collisions at a center-of-mass energy per nucleon pair of 5.36 TeV. The data were collected by the CMS experiment and correspond to an integrated luminosity of 1.62 μ\u2062\ud835\udc4f\u207b¹. The \ud835\udf19\u2061(1020) meson signals are reconstructed via the \ud835\udc3e+\u2062\ud835\udc3e− decay channel. The production cross section is presented as a function of the \ud835\udf19\u2061(1020) meson rapidity in the range 0.3<|\ud835\udc66|<1.0, probing gluons that carry a fraction of the nucleon momentum (\ud835\udc65) around 10\u207b\u2074. The observed cross section exhibits little dependence on rapidity and is significantly suppressed, by a factor of ∼5, compared to a baseline model that treats a nucleus as a collection of free nucleons. Theoretical models that incorporate the nuclear shadowing effect generally provide a better description of the \ud835\udf19\u2061(1020) data than those incorporating gluon saturation. This study establishes a powerful new tool for exploring nuclear effects and nuclear gluonic structure in the small-\ud835\udc65 regime at a unique energy scale bridging the perturbative and nonperturbative quantum chromodynamics domains.
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