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+ | ====== Public results ====== | ||
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+ | ====== Articles ====== | ||
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+ | Since 2013, there was a number of articles based on the HepSim simulations. Here are some of them I'm aware of: | ||
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+ | * A. V. Kotwal, S. Chekanov, M. Low, Double Higgs Production in the 4τ channel from resonances in longitudinal vector boson scattering at a 100 TeV collider, [[http:// | ||
+ | * B.Auerbach, S.Chekanov, J.Love, J.Proudfoot and A.V.Kotwal. " | ||
+ | * J.Sagoff (edtor). News article. " | ||
+ | * R.Calkins et al. Reconstructing top quarks at the upgraded LHC and at future accelerators. (Summary of the Snowmass | ||
+ | * B.Auerbach, S.V.Chekanov, | ||
+ | * K.Agashe et al., Snowmass 2013 Top quark working group report. Top Working Group. e-Print: [[http:// | ||
+ | * J.Adelman, M.Baumgart, A.Garcia-Bellido, | ||
+ | * S.V. Chekanov, I. Pogrebnyak, D. Wilbern, Cross-platform validation and analysis environment for particle physics, [[http:// | ||
+ | * S.V.Chekanov, | ||
+ | * S.V. Chekanov and M. Demarteau, Conceptual Design Studies for a CEPC Detector. [[http:// | ||
+ | * Complex detector simulations of proton collisions for FCC-hh. FCC News. May 31, 2016. https:// | ||
+ | * ATLAS Collaboration. Measurement of the inclusive isolated prompt photon cross section in pp collisions at s√=8 TeV with the ATLAS detector. May 2016. arXiv.org hep-ex arXiv: | ||
+ | * T.Golling et al., Physics at a 100 TeV pp collider: beyond the Standard Model phenomena. CERN-TH-2016-111. [[http:// | ||
+ | * ATLAS Collaboration, | ||
+ | * Public repository with Monte Carlo simulations for high-energy particle collision experiments. ICHEP2016 Proceedings (Chicago, 2016). S.Chekanov. [[http:// | ||
+ | * R.Santos et. al. Machine learning techniques in searches for tt¯h in the h→bb¯ decay channel. [[https:// | ||
+ | * Shin-Shan Yu, etc. Study Of Boosted W-Jets And Higgs-Jets With the SiFCC Detector. Proceedings for the 38th International Conference on High Energy Physics, 3-10 August 2016, Chicago, USA (6 pages, 8 figures), [[https:// | ||
+ | * Sourav Sen et al. Detectors for Superboosted tau-leptons at Future Circular Colliders. [[http:// | ||
+ | * Lee, Sunghee et al, A Data-driven Approach for Computational Simulation: Trend, Requirement and Technology. Journal of Internet Computing and Services, | ||
+ | * M. Beydler et al., Initial performance studies of a general-purpose detector for multi-TeV physics at a 100 TeV pp collider. Dec 2016. [[https:// | ||
+ | * Effect of PYTHIA8 tunes on event shapes and top-quark reconstruction in e+e− annihilation at CLIC, S.Chekanov, M.Demarteau, | ||
+ | * FCC-hh: The Hadron Collider, Future Circular Collider Conceptual Design Report Volume 3, Eur. Phys. J. Special Topics 228, 755–1107 (2019) | ||
+ | * Precision searches in dijets at the HL-LHC and HE-LHC, S. V. Chekanov, J. T. Childers, D. Frizzell, J. Proudfoot, R. Wang, ANL-HEP-139751, | ||
+ | * S.V. Chekanov, Imaging particle collision data for event classification using machine learning, May (2018), | ||
+ | * ATLAS Collaboration, | ||
+ | * CEPC CDR (a section on silicon tracker using SiD-like concept) 2018 | ||
+ | * C.-H Yeh et al. Jet Substructure Variables with the SiFCC Detector at 100 TeV. Contribution to the 39th International Conference on High Energy Physics (ICHEP2018). https:// | ||
+ | * D. Blyth et al. ProIO: An Event-Based I/O Stream Format for Protobuf Messages. | ||
+ | * Beyond the Standard Model Physics at the HL-LHC and HE-LHC. | ||
+ | * C.-H. Yeh et al. Studies of granularity of a hadronic calorimeter for tens-of-TeV jets at a 100 TeV pp collider, JINST 14 (2019) P05008, arXiv: | ||
+ | * Paul Glaysher, Judith M. Katzy, Sitong An. Iterative subtraction method for Feature Ranking. (2019) (https:// | ||
+ | * ATLAS Collaboration. " | ||
+ | * D. Benjamin, S.V. Chekanov, W. Hopkins, Y. Li, J.R. Love. Automated detector simulation and reconstruction parametrization using machine learning. (https:// | ||
+ | * S.V. Chekanov, A.V. Kotwal, C.-H. Yeh, S.-S. Yu. Physics potential of timing layers in future collider detectors. 2020 JINST 15 P09021, contribution to Snowmass 2021. (https:// | ||
+ | * J. Clavijo, P.Glaysher, J.Katzy, Adversarial domain adaptation to reduce sample bias of a high energy physics, DESY 20-073, arXiv: | ||
+ | * M.T. Lucchini et. al., "New perspectives on segmented crystal calorimeters for future colliders", | ||
+ | * S. V. Chekanov, G. Gavalian, N. A. Graf, Jas4pp - a Data-Analysis Framework for Physics and Detector Studies, Comp. Physics. Comm. 262 (2021) 107857, (https:// | ||
+ | * S.Chekanov, Machine Learning Using Rapidity-Mass Matrices for Event Classification Problems in HEP. Universe, 2021, 7(1):19. https:// | ||
+ | * J.Pata, et.al. MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks. [[https:// | ||
+ | * S.V. Chekanov, S. Darmora, W. Islam, C.E.M. Wagner, J. Zhang, Model-independent searches for new physics in multi-body invariant masses, ANL-HEP-166648, | ||
+ | * Frank E. Taylor, Applications of pT-xR Variables in Describing Inclusive Cross Sections at the LHC. https:// | ||
+ | * S.V.Chekanov, | ||
+ | * S. Darmora et. al, Signal optimization studies for dijet resonances in events with identified leptons using machine learning, June 2021, ATL-COM-PHYS-2021-391, | ||
+ | * S.V. Chekanov, W. Hopkins, Event-based anomaly detection for new physics searches at the LHC using machine learning, https:// | ||
+ | * S.Chekanov et al, " | ||
+ | * B. Nachman et al, Jets and Jet Substructure at Future Colliders, [[https:// | ||
+ | * ATLAS Collaboration, | ||
+ | * F. Mokhtar et al., Explaining machine-learned particle-flow reconstruction, | ||
+ | * Search for new phenomena in multi-body invariant masses in events with at least one isolated lepton and two jets using s√=13 TeV proton-proton collision data collected by the ATLAS detector. ATLAS Collaboration. https:// | ||
+ | * Search for new physics using unsupervised machine learning for anomaly detection in s√=13 TeV pp collision data recorded by the ATLAS detector at the LHC, ATL-COM-PHYS-2023-031 (March 2023) https:// | ||
+ | * ATLAS collaboration, | ||
+ | * ATLAS collaboration, | ||
+ | * ATLAS collaboration, | ||
+ | * S.V.Chekanov, | ||
+ | * S.V.Chekanov, | ||
+ | * S.Chekanov, R.Zhang, Enhancing the hunt for new phenomena in dijet final states using anomaly detection filters at the high-luminosity large Hadron Collider, Eur. Phys. J. Plus (2024) 139:237 | ||
+ | * Machine learning could help reveal undiscovered particles within data from the Large Hadron Collider, 2024, April [[https:// | ||
+ | * ADFilter - a web tool for anomaly detection using autoencoders based on deep unsupervised neural networks, ATL-COM-PHYS-2024-469, | ||
+ | * S.V. Chekanov, W. Islam, R. Zhang, N. Luongo, " | ||
+ | * S.V. Chekanov, S. Eno, S. Magill, C. Palmer, L. Wu, M.Y.Aamir. " | ||
+ | * S.V.Chekanov, | ||
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+ | There are also several ATLAS papers and a number of supporting notes that used Monte Carlo files from the HEPSIM repository. | ||
+ | |||
+ | ====== HepSim in public talks ====== | ||
+ | |||
+ | * S.Chekanov. Challenges for Higgs physics for a 100 TeV collider. [[https:// | ||
+ | * A.V. Kotwal. Study of double | ||
+ | * S.Chekanov. Sensitivity to New High-mass States Decaying to ttbar in Fully Boosted Regime at a 100 TeV Collider Link to a talk in PDF. IAS program on Future of HEP. Jan 2008, 2015. Joint Consortium of Fundamental Physics, Hong Kong, China. [[http:// | ||
+ | * S.Chekanov. Studies of HCAL calorimeter segmentation for FCC ([[https:// | ||
+ | * C.Doglioni. High mass resonances: reach and detector requirements. | ||
+ | * S.Chekanov, J.Proudfoot, | ||
+ | * C.Helsens, Performance requirements of the electromagnetic and hadronic calorimeters. Workshop on requirements for future detector technologies in view of FCC-hh. [[https:// | ||
+ | * J.Love. A study of high mass Z' -> tt decays: lessons learned. [[http:// | ||
+ | * C.Solans, Longitudinal containment parametrization for TeV single hadrons and jets at a 100 TeV collider. FCC-hh calorimeters informal meeting, [[http:// | ||
+ | * S.Chekanov. High-mass states decaying to ttbar in fully boosted regime at a 100 TeV collider. Next steps in the Energy Frontier - Hadron Colliders, Workshop at LPC@FNAL. [[https:// | ||
+ | * S.Chekanov. Performance requirements for Hadron Calorimeters. First Annual Meeting of the Future Circular Collider (FCC) study. 23-29 March 2015, Washington D.C. [[http:// | ||
+ | * Simulations for the Energy Frontier. JLab detector group meeting (plusANL/ | ||
+ | * Sourav Sen, FCC hadron detector meeting. [[https:// | ||
+ | * Shin-Shan Eiko Yu. | ||
+ | * S.Chekanov. IAS seminar {{: | ||
+ | * S.Chekanov. HEP division seminar. March 2, 2016. Simulations for the energy frontier. https:// | ||
+ | * S.Chekanov. HepSim Monte Carlo repository. Future Trends in Nuclear Physics Computing March 16-18, 2016 Thomas Jefferson National Accelerator Facility Newport News, VA. [[https:// | ||
+ | * ProMC: a self-describing file format. A talk given at the JLab software meeting (March 29, 2016) . [[http:// | ||
+ | * Nhan Viet Tran. Boosted Z' studies. FCC-detector meeting (CERN, Apr.6, | ||
+ | * Multiple presentations at the detector sections during FCC-week 2016 (Rome). [[https:// | ||
+ | * Future HEP experiments and simulations for the energy frontier. A seminar at the Iowa State University. May 4, 2016. {{: | ||
+ | * Ana Henriques, Performance requirements of the hadronic calorimetry for a 100 TeV proton-proton collider and the potential of an ATLAS-Tile concept readout by si-PMTS, CALOR 2016, 15-20 May 2016 EXCO in Daegu, Republic of Korea. [[https:// | ||
+ | * Nhan Viet Tran et al. Detectors for Superboosted Jet Substructure at Future Circular Colliders. Boost2016 Conference. Zurich. [[https:// | ||
+ | * J.Zuzelski (U.Michigan). Optimization of tracking performance for multi-TeV tracks. Future collider studies meettings [[https:// | ||
+ | * Shin-Shan Yu et al. ICHEP16 (Chicago/ | ||
+ | * S.Chekanov. Simulations for future collider experiments. ICHEP16 (Chicago/ | ||
+ | * J.Zuzelski. Tracking performance studies using high-pT tracks for a 100 TeV collider. CERN FCC hadron detector meeting. Aug.3, 2016 [[https:// | ||
+ | * S.Sen, | ||
+ | * Shin-Shan Yu et al. Study Of Single Particle And Jet Response With the SiFCC Detector. FCC hadron detector meeting. CERN. Sep. 29, 2016.[[https:// | ||
+ | * S.Chekanov et al. High-granularity hadronic calorimeter for multi-TeV physics at a 100 TeV pp collider. [[https:// | ||
+ | * S.Chekanov. Seminar given at ICHEP (Beijing, China). October 24, 2016. {{: | ||
+ | * M.Selvaggi, 1st FCC Physics Workshop 16/01/2017 — CERN. [[https:// | ||
+ | * J.Repond. | ||
+ | * CLISdp software meeting, 2017 (May 9) [[https:// | ||
+ | * S.Chekanov at al. " | ||
+ | * S.Chekanov, M.Demarteau, | ||
+ | * S.Chekanov et al. Simulations of detector response for multi-TeV physics at a 100 TeV pp collider. Boost2017. Buffalo, NY, USA. July 16-July 21, 2017 [[https:// | ||
+ | * W.Armstrong et al.,Full simulation and reconstruction of multiple EIC concept-detectors, | ||
+ | * A.Kotwal. Physics and Experiments at a 100 TeV pp Collider, US-ATLAS workshop, July 2017. [[https:// | ||
+ | * D.Blyth. HepSim mini-tutorial (JLab EIC meeting, July 30, 2017). [[https:// | ||
+ | * CEPC-Si design design concept discussion, Sep 2017. IHEP (China) [[http:// | ||
+ | * S.Chekanov et al. Reconstruction of ttbar at CLIC 380 GeV CM energy. CLICdb analysis meeting.CERN (Sep 14, 2017) [[https:// | ||
+ | * J.Repond, EINN conference, | ||
+ | * Weiming Yao (LBNL). Full silicon detector CEPC detector concept. International Workshop on High Energy Circular Electron Positron Collider, | ||
+ | * M.Diefenthaler, | ||
+ | * Chih-Hsiang Yeh et al. Study of Jet Substructure Variables with the SiFCC Detector at 100 TeV. Poster at ICHEP2018 (4-11 July 2018, Coex, Seoul) [[https:// | ||
+ | * HepSim repository for the DarkMachines project. | ||
+ | * Studies of granularity of a hadronic calorimeter for tens-of-TeV jets at a 100 TeV pp collider. | ||
+ | * HepSim – Monte Carlo repository for physics and detector studies for future particle experiments. CEPC workshop, Chicago Sep.16-19 (2019). By S.Chekanov, [[https:// | ||
+ | * S.Chekanov, A.V.Kotwal, J.List, | ||
+ | * Chih-Hsiang Yeh et al. Timing layers. 4th FCC Physics and Experiments Workshop, Nov 11, 2020, CERN [[https:// | ||
+ | * S.Chekanov, S.Magill, Towards simulations of HHCAL for future detectors, CalVision workshop, Univ of Maryland, 29-30 July 2021, PDF file | ||
+ | * S.Chekanov, Machine learning and anomaly detection using rapidity-mass matrices PDF file ISMD2021. 50th International Symposium on Multiparticle Production. (July 12-July 16, as a poster) | ||
+ | * Wasikul I. Model-Independent Searches for New Physics in Multi-Body Invariant Masses, APS April Meeting 2021, https:// | ||
+ | * S.Chekanov et al., Jas4pp. A Data-Analysis Framework for Physics and Detector Studies. APS April Meeting 2021, https:// | ||
+ | * S.Chekanov et. al, Calorimeter performance studies using Monte Carlo simulations for future collider detectors. CPAD Instrumentation Frontier Workshop 2021, 18-22 March 2021, Stony Brook, NY (https:// | ||
+ | * J.Crosby, " | ||
+ | * S.Chekanov, Event-based anomaly detection for new physics searches at the LHC using machine learning, APS April Meeting, Apr 8-14, 2022, https:// | ||
+ | * S.Chekanov, HepSim Monte Carlo repository and integration of its software with key4hep, FCC Software Meeting, May 30, 2023, https:// | ||
+ | * S.Chekanov et al, Geant4 simulations of sampling and homogeneous hadronic calorimeters with dual readout for future colliders, 2nd Future circular collider workshop (FCC-ee), Boston, MIT, March 24-28, 2024, (https:// | ||
+ | * S.Chekanov et al, ADFilter: Online tool for processing BSM models using trained deep learning autoencoder. ATLAS Machine Learning Workshop, | ||
+ | * S.Chekanov et al, The initial studies of tracking using the CLD detector for FCC-ee. The FCCee detector meeting, CERN, Sep 28, 2024 https:// | ||
+ | * S.Chekanov et all, " | ||
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