Erratum to: A hybrid strong/weak coupling approach to jet quenching by Casalderrey-Solana, Jorge, Gulhan, Doga Can, Milhano, Jose Guilherme, Pablos, Daniel, Rajagopal, Krishna

“…We have also reduced the p[subscript T]-cut of our PYTHIA simulations from 70 GeV to 50 GeV to further reduce the sensitivity of our computations to this cut.…”
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Event generator tuning using Bayesian optimization by Ilten, P., Williams, M., Yang, Y., Ilten, Philip J, Williams, Michael, Yang, Yang

“…In this article, we show that Monte Carlo event generator parameters can be accurately obtained using Bayesian optimization and minimal expert-level physics knowledge. A tune of the PYTHIA 8 event generator using e⁺e⁻ events, where 20 parameters are optimized, can be run on a modern laptop in just two days. …”
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Measurements of two-particle correlations in e+e− collisions at 91 GeV with ALEPH archived data by Lee, Yen-Jie, Badea, Anthony, Baty, Austin, McGinn, Christopher, Innocenti, Gian Michele, Thaler, Jesse, Peters, Michael, Sheng, Tzu-An, Chang, Paoti, Maggi, Marcello

“…The associated yield distributions in both analyses are in better agreement with the prediction from the pythia v6.1 event generator than from herwig v7.1.5. …”
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Observation of a Λ b 0... by Aaij, R., Abdelmotteleb, A. S. W., Abellán Beteta, C., Ackernley, T., Adeva, B., Adinolfi, M., Afsharnia, H., Aidala, C. A., Aiola, S., Ajaltouni, Z., Akar, S., Albrecht, J., Alessio, F., Alexander, M., Alfonso Albero, A.

“…Comparisons to predictions from hadronisation models in Pythia and heavy-quark recombination are provided. …”
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Calibration of the top quark mass for Monte-Carlo event generators by Butenschoen, Mathias, Dehnadi, Bahman, Hoang, André H., Mateu, Vicent, Preisser, Moritz, Stewart, Iain W

“…Fitting e+e- 2-Jettiness calculations at NLL/NNLL order to PYTHIA 8.205, we find that mtMC agrees with the MSR mass at the scale 1 GeV within uncertainties, mtMC ≃ mtMSR1GeV, but differs from the pole mass by 900/600 MeV.…”
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Theory, phenomenology, and experimental avenues for dark showers: a Snowmass 2021 report by Albouy, Guillaume, Barron, Jared, Beauchesne, Hugues, Bernreuther, Elias, Bona, Marcella, Cazzaniga, Cesare, Cesarotti, Cari, Cohen, Timothy, de Cosa, Annapaola, Curtin, David, Demiragli, Zeynep, Doglioni, Caterina, Elliot, Alison, DiPetrillo, Karri F., Eble, Florian, Erice, Carlos, Freer, Chad, Garcia-Bellido, Aran, Gemmell, Caleb, Genest, Marie-Hélène

“…After a review of the theory, existing benchmarks and constraints, this work addresses how to build consistent benchmarks from the underlying physical parameters and present new developments for the pythia Hidden Valley module, along with jet substructure studies. …”
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Applying SCET to parton showers by Marcantonini, Claudio

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Study of high transverse momentum charged particle suppression in heavy ion collisions at LHC by Yoon, Andre Sungho

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Light-quark and gluon jet discrimination in pp collisions at √s = 7 TeV with the ATLAS detector by Taylor, Frank E., ATLAS Collaboration

“…The rejection of gluon-jets found in the data is significantly below what is attainable using a Pythia 6 Monte Carlo simulation, where gluon-jet mis-tag rates of 10 % can be reached for a 50 % selection efficiency of light-quark jets using the same jet properties.…”
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Measurement of the ϒ(1S) production cross-section in pp collisions at √s = 7 TeV in ATLAS by Taylor, Frank E.

“…The cross-section measurement is compared to theoretical predictions: it agrees to within a factor of two with a prediction based on the NRQCD model including colour-singlet and colour-octet matrix elements as implemented in Pythia while it disagrees by up to a factor of ten with the next-to-leading order prediction based on the colour-singlet model.…”
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A study of the b-quark fragmentation function with the DELPHI detector at LEP I and an averaged distribution obtained at the Z Pole by Abdallah, J, Abreu, P, Adam, W, Adzic, P, Albrecht, T, Alemany-Fernandez, R, Allmendinger, T, Allport, P, Amaldi, U, Amapane, N, Amato, S, Anashkin, E, Andreazza, A, Andringa, S, Anjos, N, Antilogus, P, Apel, W, Arnoud, Y, Ask, S, Asman, B, Augustin, J, Augustinus, A, Baillon, P, Ballestrero, A, Bambade, P

“…In the parton shower framework, data favour the Lund model ansatz and corresponding values of its parameters have been determined within PYTHIA 6.156 from DELPHI data: a=1.84+0.23-0.21 and b=0.642+0.073-0.063 GeV-2, with a correlation factor ρ=92.2%. …”

Underlying event in hard interactions at the Fermilab Tevatron p̄p collider by Acosta, D, Affolder, T, Albrow, MG, Ambrose, D, Amidei, D, Anikeev, K, Antos, J, Apollinari, G, Arisawa, T, Artikov, A, Ashmanskas, W, Azfar, F, Azzi-Bacchetta, P, Bacchetta, N, Bachacou, H, Badgett, W, Barbaro-Galtieri, A, Barnes, V, Barnett, B, Baroiant, S, Barone, M, Bauer, G, Bedeschi, F, Behari, S, Belforte, S

“…The distribution of the sum of the track momenta in the two cones is also examined for five different ET(1) bins. The HERWIG and PYTHIA Monte Carlo generators are reasonably successful in describing the data, but neither can describe completely all of the event properties.…”

Perceptions of gender and the divine in Greek texts of the second and third centuries A.D by Sherwood, J, Sherwood, Jane

“…It is the marriage-like nature of their relationship with their gods that makes both human and divine females perfect mediators between worshippers and their male god, the Pythia with Apollo, and Isis with Osiris. Chapter five finds a middle way between opposing views that Heliodoros' <em>An Ethiopian Story</em> is either a religious mystery text or entertainment without religious meaning. …”

Systematic Analysis of the Non-Extensive Statistical Approach in High Energy Particle Collisions—Experiment vs. Theory † by Gábor Bíró, Gergely Gábor Barnaföldi, Tamás Sándor Biró, Károly Ürmössy, Ádám Takács

“…We also study and compare in details the theory-obtained parameters for the case of PYTHIA8 Monte Carlo Generator, perturbative QCD and quark coalescence models.…”
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Citric Acid Production by Yeast Grown on Glycerol-Containing Waste from Biodiesel Industry by Svetlana V. Kamzolova, Alina R. Fatykhova, Emiliya G. Dedyukhina, Savas G. Anastassiadis, Nikolay P. Golovchenko, Igor G. Morgunov

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First Measurement of the Underlying Event Activity at the LHC with √s = 0.9 TeV by CMS Collaboration, Alver, Burak Han, Bauer, Gerry P, Bendavid, Joshua L., Busza, Wit, Butz, Erik M., Cali, Ivan Amos, D'Enterria, David, Everaerts, Pieter Bruno Bart, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Hahn, Kristian Allan, Harris, Philip Coleman, Chan, M.

“…Predictions of several QCD-inspired models as implemented in PYTHIA are compared, after full detector simulation, to the data. …”
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Monte Carlo Top Quark Mass Calibration by Preisser, Moritz, Dehnadi, Bahman, Hoang, Andre, Mateu, Vicent, Stewart, Iain

“…Fitting e+e- 2-Jettiness calculations at NLL/NNLL order to Pythia 8.205, we find that mtMC agrees with the MSR mass (Formula Presented.) within uncertainties. …”
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Measurement of particle production and inclusive differential cross sections in p(p)over-bar collisions at root s=1.96 TeV by Choudalakis, Georgios, Gomez-Ceballos, Guillelmo, Goncharov, Maxim, Hahn, Kristian Allan, Henderson, C., Knuteson, Bruce O., Paus, Christoph M. E., Xie, Si, Bauer, Gerry P, Makhoul, Khaldoun

“…A first measurement of the event transverse energy sum differential cross section is also reported. A comparison with a pythia prediction at the hadron level is performed. …”
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Underlying event characteristics and their dependence on jet size of charged-particle jet events in pp collisions at √(s)=7  TeV with the ATLAS detector by Taylor, Frank E.

“…Predictions from several Monte Carlo tunes have been compared to the data; the predictions from Pythia 6, based on tunes that have been determined using LHC data, show reasonable agreement with the data, including the dependence on R. …”
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Dissecting Soft Radiation with Factorization by Tackmann, Frank J., Waalewijn, Wouter J., Stewart, Iain

“…The hadronization model in Pythia8 agrees well with these properties. The perturbative soft initial state radiation (ISR) has a contribution that depends on the jet area in the same way as the underlying event, but this degeneracy is broken by dependence on the jet p[subscript T]. …”
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