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# HEPML Papers
% May 13, 2024
@article{Chen:2024mmd,
author = "Chen, Xun and Huang, Mei",
title = "{Flavor dependent Critical endpoint from holographic QCD through machine learning}",
eprint = "2405.06179",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "5",
year = "2024"
}
% May 13, 2024
@article{Choudhury:2024crp,
author = "Choudhury, Arghya and Mondal, Arpita and Sarkar, Subhadeep",
title = "{Searches for the BSM scenarios at the LHC using decision tree based machine learning algorithms: A comparative study and review of Random Forest, Adaboost, XGboost and LightGBM frameworks}",
eprint = "2405.06040",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "5",
year = "2024"
}
% May 13, 2024
@article{Liu:2024kvv,
author = "Liu, Qibin and Shimmin, Chase and Liu, Xiulong and Shlizerman, Eli and Li, Shu and Hsu, Shih-Chieh",
title = "{Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation}",
eprint = "2405.06605",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "5",
year = "2024"
}
% May 13, 2024
@article{Wilkinson:2024xva,
author = "Wilkinson, Jeremy J. H. and Lester, Christopher G.",
title = "{Statistical divergences in high-dimensional hypothesis testing and a modern technique for estimating them}",
eprint = "2405.06397",
archivePrefix = "arXiv",
primaryClass = "physics.data-an",
month = "5",
year = "2024"
}
% May 10, 2024
@article{Cai:2024bpv,
author = "Cai, Chang and others",
title = "{RELICS: a REactor neutrino LIquid xenon Coherent elastic Scattering experiment}",
eprint = "2405.05554",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "5",
year = "2024"
}
% May 09, 2024
@article{Paeng:2024ary,
author = "Paeng, Won-Gi and Kwon, Daesuk",
title = "{Folded context condensation in Path Integral formalism for infinite context transformers}",
eprint = "2405.04620",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "5",
year = "2024"
}
% May 09, 2024
@article{ATLAS:2024itc,
author = "{ATLAS Collaboration}",
title = "{ATLAS searches for additional scalars and exotic Higgs boson decays with the LHC Run 2 dataset}",
eprint = "2405.04914",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CERN-EP-2024-094",
month = "5",
year = "2024"
}
% May 07, 2024
@article{Li:2024uju,
author = "Li, Jing and Sun, Hao",
title = "{HEP ML Lab: An end-to-end framework for applying machine learning into phenomenology studies}",
eprint = "2405.02888",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "5",
year = "2024"
}
% May 06, 2024
@article{IceCube:2024xjj,
author = "{IceCube Collaboration}",
title = "{Measurement of atmospheric neutrino oscillation parameters using convolutional neural networks with 9.3 years of data in IceCube DeepCore}",
eprint = "2405.02163",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "5",
year = "2024"
}
% May 03, 2024
@article{CMS:2024vjn,
author = "{CMS Collaboration}",
title = "{Search for new resonances decaying to pairs of merged diphotons in proton-proton collisions at $\sqrt{s}$ = 13 TeV}",
eprint = "2405.00834",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-EXO-22-022, CERN-EP-2024-101",
month = "5",
year = "2024"
}
% May 01, 2024
@article{Du:2024gbp,
author = "Du, Haoxing and Krause, Claudius and Mikuni, Vinicius and Nachman, Benjamin and Pang, Ian and Shih, David",
title = "{Unifying Simulation and Inference with Normalizing Flows}",
eprint = "2404.18992",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "HEPHY-ML-24-01",
month = "4",
year = "2024"
}
% April 30, 2024
@article{Chen:2024epd,
author = "Chen, Bing and Chen, Xun and Li, Xiaohua and Zhu, Zhou-Run and Zhou, Kai",
title = "{Exploring Transport Properties of Quark-Gluon Plasma with a Machine-Learning assisted Holographic Approach}",
eprint = "2404.18217",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 30, 2024
@article{Huetsch:2024quz,
author = "Huetsch, Nathan and others",
title = "{The Landscape of Unfolding with Machine Learning}",
eprint = "2404.18807",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 30, 2024
@article{Diaz:2024yfu,
author = "Diaz, Mauricio A. and Cerro, Giorgio and Dasmahapatra, Srinandan and Moretti, Stefano",
title = "{Bayesian Active Search on Parameter Space: a 95 GeV Spin-0 Resonance in the ($B-L$)SSM}",
eprint = "2404.18653",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 30, 2024
@article{Bai:2024pii,
author = "Bai, Yang and Chen, Ting-Kuo",
title = "{Flow-based Nonperturbative Simulation of First-order Phase Transitions}",
eprint = "2404.18323",
archivePrefix = "arXiv",
primaryClass = "hep-lat",
month = "4",
year = "2024"
}
% April 30, 2024
@article{LopesCardoso:2024tol,
author = "Lopes Cardoso, Gabriel and Mayorga Pe\~na, Dami\'an and Nampuri, Suresh",
title = "{Classical integrability in the presence of a cosmological constant: analytic and machine learning results}",
eprint = "2404.18247",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "4",
year = "2024"
}
% April 30, 2024
@article{Jiang:2024bwr,
author = "Jiang, Cheng and Qian, Sitian and Qu, Huilin",
title = "{BUFF: Boosted Decision Tree based Ultra-Fast Flow matching}",
eprint = "2404.18219",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "4",
year = "2024"
}
% April 26, 2024
@article{Mikuni:2024qsr,
author = "Mikuni, Vinicius and Nachman, Benjamin",
title = "{OmniLearn: A Method to Simultaneously Facilitate All Jet Physics Tasks}",
eprint = "2404.16091",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 26, 2024
@article{Bierlich:2024vqo,
author = "Bierlich, Christian and Buckley, Andy and Butterworth, Jonathan and Gutschow, Christian and Lonnblad, Leif and Procter, Tomasz and Richardson, Peter and Yeh, Yoran",
title = "{Robust Independent Validation of Experiment and Theory: Rivet version 4 release note}",
eprint = "2404.15984",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "MCNET-24-05",
month = "4",
year = "2024"
}
% April 26, 2024
@article{Bhardwaj:2024wrf,
author = "Bhardwaj, Akanksha and Konar, Partha and Ngairangbam, Vishal S.",
title = "{Foundations of automatic feature extraction at LHC--point clouds and graphs}",
eprint = "2404.16207",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "IPPP/24/22",
month = "4",
year = "2024"
}
% April 24, 2024
@article{Ochoa-Oregon:2024zgm,
author = "Ochoa-Oregon, Salvador A. and Renter\'\i{}a-Estrada, David F. and Hern\'andez-Pinto, Roger J. and Sborlini, German F. R. and Zurita, Pia",
title = "{Using analytic models to describe effective PDFs}",
eprint = "2404.15175",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "IPARCOS-UCM-24-023",
month = "4",
year = "2024"
}
% April 23, 2024
@article{Shmakov:2024gkd,
author = "Shmakov, Alexander and Greif, Kevin and Fenton, Michael James and Ghosh, Aishik and Baldi, Pierre and Whiteson, Daniel",
title = "{Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion}",
eprint = "2404.14332",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "4",
year = "2024"
}
% April 22, 2024
@article{ATLAS:2024auw,
author = "{ATLAS Collaboration}",
title = "{Search for a resonance decaying into a scalar particle and a Higgs boson in the final state with two bottom quarks and two photons in proton-proton collisions at a center of mass energy of 13 TeV with the ATLAS detector}",
eprint = "2404.12915",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CERN-EP-2024-072",
month = "4",
year = "2024"
}
% April 19, 2024
@article{Keita:2024skh,
author = "Keita, Kaniba Mady",
title = "{On Machine Learning Complete Intersection Calabi-Yau 3-folds}",
eprint = "2404.11710",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "4",
year = "2024"
}
% April 18, 2024
@article{Ahmed:2024uaz,
author = "Ahmed, Ijaz and Swalheen, Sidra and Rehman, Mansoor Ur and Tariq, Rimsha",
title = "{Magnetic Monopole Phenomenology at Future Hadron Colliders}",
eprint = "2404.10871",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 18, 2024
@article{Cushman:2024jgi,
author = "Cushman, P. B. and Fritts, M. C. and Chambers, A. D. and Roy, A. and Li, T.",
title = "{Strategies for Machine Learning Applied to Noisy HEP Datasets: Modular Solid State Detectors from SuperCDMS}",
eprint = "2404.10971",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "4",
year = "2024"
}
% April 18, 2024
@article{Abbott:2024knk,
author = "Abbott, Ryan and Albergo, Michael S. and Boyda, Denis and Hackett, Daniel C. and Kanwar, Gurtej and Romero-L\'opez, Fernando and Shanahan, Phiala E. and Urban, Julian M.",
title = "{Multiscale Normalizing Flows for Gauge Theories}",
eprint = "2404.10819",
archivePrefix = "arXiv",
primaryClass = "hep-lat",
reportNumber = "MIT-CTP/5666, FERMILAB-CONF-24-0008-T",
doi = "10.22323/1.453.0035",
journal = "PoS",
volume = "LATTICE2023",
pages = "035",
year = "2024"
}
% April 17, 2024
@article{Goswami:2024xrx,
author = "Goswami, Kangkan and Prasad, Suraj and Mallick, Neelkamal and Sahoo, Raghunath and Mohanty, Gagan B.",
title = "{A machine learning-based study of open-charm hadrons in proton-proton collisions at the Large Hadron Collider}",
eprint = "2404.09839",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 15, 2024
@article{Zhang:2024kws,
author = "Zhang, Zhengde and others",
title = "{Xiwu: A Basis Flexible and Learnable LLM for High Energy Physics}",
eprint = "2404.08001",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 15, 2024
@article{CMS:2024fkb,
author = "{CMS Collaboration}",
title = "{Search for Higgs Boson Pair Production with One Associated Vector Boson in Proton-Proton Collisions at $\sqrt{s}$ = 13 TeV}",
eprint = "2404.08462",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-HIG-22-006, CERN-EP-2024-064",
month = "4",
year = "2024"
}
% April 12, 2024
@article{Kasieczka:2024lxf,
author = "Kasieczka, Gregor and Raine, John Andrew and Shih, David and Upadhyay, Aman",
title = "{Complete Optimal Non-Resonant Anomaly Detection}",
eprint = "2404.07258",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 12, 2024
@article{Soleymaninia:2024jam,
author = "Soleymaninia, Maryam and Hashamipour, Hadi and Salajegheh, Maral and Khanpour, Hamzeh and Spiesberger, Hubert and Mei\ss{}ner, Ulf-G.",
title = "{Determination of $K^0_S$ Fragmentation Functions including BESIII Measurements and using Neural Networks}",
eprint = "2404.07334",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 12, 2024
@article{Lieberman:2024hga,
author = "Lieberman, Benjamin and Crivellin, Andreas and Dahbi, Salah-Eddine and Stevenson, Finn and Tripathi, Nidhi and Kumar, Mukesh and Mellado, Bruce",
title = "{Trials Factor for Semi-Supervised NN Classifiers in Searches for Narrow Resonances at the LHC}",
eprint = "2404.07822",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "ICPP-80",
month = "4",
year = "2024"
}
% April 10, 2024
@article{Fanelli:2024ktq,
author = "Fanelli, Cristiano and Giroux, James and Moran, Patrick and Nayak, Hemalata and Suresh, Karthik and Walter, Eric",
title = "{Physics Event Classification Using Large Language Models}",
eprint = "2404.05752",
archivePrefix = "arXiv",
primaryClass = "physics.data-an",
month = "4",
year = "2024"
}
% April 09, 2024
@article{Choudhury:2024mox,
author = "Choudhury, Debajyoti and Deka, Kuldeep and Saini, Lalit Kumar",
title = "{Boosted four-top production at the LHC : a window to Randall-Sundrum or extended color symmetry}",
eprint = "2404.04409",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 09, 2024
@article{Bertone:2024taw,
author = "Bertone, Valerio and Chiefa, Amedeo and Nocera, Emanuele R.",
collaboration = "MAP",
title = "{Helicity-dependent parton distribution functions at next-to-next-to-leading order accuracy from inclusive and semi-inclusive deep-inelastic scattering data}",
eprint = "2404.04712",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 05, 2024
@article{Riehn:2024prp,
author = "Riehn, Felix and Fedynitch, Anatoli and Engel, Ralph",
title = "{Sibyll★}",
eprint = "2404.02636",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
doi = "10.1016/j.astropartphys.2024.102964",
journal = "Astropart. Phys.",
volume = "160",
pages = "102964",
year = "2024"
}
% April 04, 2024
@inproceedings{Hirvonen:2024ycx,
author = "Hirvonen, H. and Eskola, K. J. and Niemi, H.",
title = "{Deep learning for flow observables in high energy heavy-ion collisions}",
booktitle = "{30th International Conference on Ultrarelativstic Nucleus-Nucleus Collisions}",
eprint = "2404.02602",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 04, 2024
@article{Baruah:2024gwy,
author = "Baruah, Rajneil and Mondal, Subhadeep and Patra, Sunando Kumar and Roy, Satyajit",
title = "{Probing intractable beyond-standard-model parameter spaces armed with Machine Learning}",
eprint = "2404.02698",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "4",
year = "2024"
}
% April 03, 2024
@article{Mondal:2024nsa,
author = "Mondal, Spandan and Mastrolorenzo, Luca",
title = "{Machine Learning in High Energy Physics: A review of heavy-flavor jet tagging at the LHC}",
eprint = "2404.01071",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "4",
year = "2024"
}
% April 02, 2024
@article{Malekhosseini:2024eot,
author = "Malekhosseini, M. and Rostami, S. and Olamaei, A. R. and Ostovar, R. and Azizi, K.",
title = "{Meson mass and width: Deep learning approach}",
eprint = "2404.00448",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% April 02, 2024
@inproceedings{BarhamAlzas:2024ggt,
author = "Barham Alz\'as, Pablo and Radev, Radi",
title = "{Differentiable nuclear deexcitation simulation for low energy neutrino physics}",
booktitle = "{Prospects in Neutrinos Physics}",
eprint = "2404.00180",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "3",
year = "2024"
}
% April 01, 2024
@article{Ahmed:2024oxg,
author = "Ahmed, Ijaz and Quddus, Abdul and Muhammad, Jamil and Shoaib, Muhammad and Shafaq, Saba",
title = "{Probing Heavy Charged Higgs Boson Using Multivariate Technique at Gamma-Gamma Collider}",
eprint = "2403.20293",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 29, 2024
@article{Ivanov:2024whr,
author = "Ivanov, Marian and Ivanov, Marian and Eulisse, Giulio",
title = "{RootInteractive tool for multidimensional statistical analysis, machine learning and analytical model validation}",
eprint = "2403.19330",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
doi = "10.1051/epjconf/202429506019",
journal = "EPJ Web Conf.",
volume = "295",
pages = "06019",
year = "2024"
}
% March 29, 2024
@article{Hou:2024vtx,
author = "Hou, Pengcheng and Wang, Tao and Cerkoney, Daniel and Cai, Xiansheng and Li, Zhiyi and Deng, Youjin and Wang, Lei and Chen, Kun",
title = "{Feynman Diagrams as Computational Graphs}",
eprint = "2403.18840",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "3",
year = "2024"
}
% March 28, 2024
@article{Co:2024bfl,
author = "Co, Darwin Alexander O. and Chavez, Vince Angelo A. and Sombillo, Denny Lane B.",
title = "{A Deep Learning Framework for Disentangling Triangle Singularity and Pole-Based Enhancements}",
eprint = "2403.18265",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 28, 2024
@article{Daumann:2024kfd,
author = {Daumann, Caio Cesar and Donega, Mauro and Erdmann, Johannes and Galli, Massimiliano and Sp\"ah, Jan Lukas and Valsecchi, Davide},
title = "{One flow to correct them all: improving simulations in high-energy physics with a single normalising flow and a switch}",
eprint = "2403.18582",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 27, 2024
@inproceedings{Karwowska:2024xqy,
author = "{ALICE Collaboration}",
title = "{Particle identification with machine learning from incomplete data in the ALICE experiment}",
booktitle = "{Artificial Intelligence for the Electron Ion Collider}",
eprint = "2403.17436",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "3",
year = "2024"
}
% March 26, 2024
@article{Ghrear:2024rku,
author = "Ghrear, Majd and Sadowski, Peter and Vahsen, Sven Einar",
title = "{Deep Probabilistic Direction Prediction in 3D with Applications to Directional Dark Matter Detectors}",
eprint = "2403.15949",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "3",
year = "2024"
}
% March 26, 2024
@article{Balduf:2024gvv,
author = "Balduf, Paul-Hermann and Shaban, Kimia",
title = "{Predicting Feynman periods in $\phi^4$-theory}",
eprint = "2403.16217",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "3",
year = "2024"
}
% March 26, 2024
@article{Schnake:2024mip,
author = {Schnake, Simon and Kr\"ucker, Dirk and Borras, Kerstin},
title = "{CaloPointFlow II Generating Calorimeter Showers as Point Clouds}",
eprint = "2403.15782",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "3",
year = "2024"
}
% March 25, 2024
@article{Bea:2024xgv,
author = "Bea, Yago and Jimenez, Raul and Mateos, David and Liu, Shuheng and Protopapas, Pavlos and Taranc\'on-\'Alvarez, Pedro and Tejerina-P\'erez, Pablo",
title = "{Gravitational Duals from Equations of State}",
eprint = "2403.14763",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "3",
year = "2024"
}
% March 25, 2024
@inproceedings{Kelleher:2024jsh,
author = "Kelleher, Rowan and Vossen, Anselm",
title = "{Normalizing Flows for Domain Adaptation when Identifying $\Lambda$ Hyperon Events}",
eprint = "2403.14804",
archivePrefix = "arXiv",
primaryClass = "physics.data-an",
month = "3",
year = "2024"
}
% March 22, 2024
@inproceedings{Kelleher:2024rmb,
author = "Kelleher, Rowan and McEneaney, Matthew and Vossen, Anselm",
title = "{Improving $\Lambda$ Signal Extraction with Domain Adaptation via Normalizing Flows}",
booktitle = "{25th International Spin Symposium}",
eprint = "2403.14076",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "3",
year = "2024"
}
% March 22, 2024
@article{Orman:2024mpw,
author = "Orman, Patrick and Gharibyan, Hrant and Preskill, John",
title = "{Quantum chaos in the sparse SYK model}",
eprint = "2403.13884",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "3",
year = "2024"
}
% March 22, 2024
@article{Britton:2024pdy,
author = "Britton, Thomas and Goodrich, Michael and Jarvis, Naomi and Jeske, Torri and Kalra, Nikhil and Lawrence, David and McSpadden, Diana and Rajput, Kishan",
title = "{ML-based Calibration and Control of the GlueX Central Drift Chamber}",
eprint = "2403.13823",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "3",
year = "2024"
}
% March 22, 2024
@mastersthesis{Kuh:2024lgx,
author = "Hashemi, Baran",
title = "{Deep Generative Models for Ultra-High Granularity Particle Physics Detector Simulation: A Voyage From Emulation to Extrapolation}",
eprint = "2403.13825",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
type = "Other thesis",
month = "3",
year = "2024"
}
% March 21, 2024
@article{Bardhan:2024zla,
author = "Bardhan, Jai and Mandal, Tanumoy and Mitra, Subhadip and Neeraj, Cyrin and Patra, Monalisa",
title = "{Unsupervised and lightly supervised learning in particle physics}",
eprint = "2403.13676",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 21, 2024
@inproceedings{Guiang:2024qzk,
author = "Guiang, Jonathan and others",
title = "{Improving tracking algorithms with machine learning: a case for line-segment tracking at the High Luminosity LHC}",
booktitle = "{Connecting The Dots 2023}",
eprint = "2403.13166",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "3",
year = "2024"
}
% March 20, 2024
@article{Sahu:2024sts,
author = "Sahu, Rameswar",
title = "{CapsLorentzNet: Integrating Physics Inspired Features with Graph Convolution}",
eprint = "2403.11826",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 20, 2024
@article{Kheddar:2024osf,
author = "Kheddar, Hamza and Himeur, Yassine and Amira, Abbes and Soualah, Rachik",
title = "{High-energy physics image classification: A Survey of Jet Applications}",
eprint = "2403.11934",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 20, 2024
@article{Aurisano:2024uvd,
author = "Aurisano, A. and Hewes, V. and Cerati, G. and Kowalkowski, J. and Lee, C. S. and Liao, W. and Grzenda, D. and Gumpula, K. and Zhang, X.",
title = "{NuGraph2: A Graph Neural Network for Neutrino Physics Event Reconstruction}",
eprint = "2403.11872",
archivePrefix = "arXiv",
primaryClass = "physics.data-an",
reportNumber = "FERMILAB-PUB-24-0118-CSAID-ETD",
month = "3",
year = "2024"
}
% March 19, 2024
@article{Hashimoto:2024aga,
author = "Hashimoto, Koji and Hirono, Yuji and Maeda, Jun and Totsuka-Yoshinaka, Jojiro",
title = "{Neural network representation of quantum systems}",
eprint = "2403.11420",
archivePrefix = "arXiv",
primaryClass = "hep-th",
reportNumber = "KUNS-2996",
month = "3",
year = "2024"
}
% March 15, 2024
@article{Gambhir:2024dtf,
author = "Gambhir, Rikab and Osathapan, Athis and Thaler, Jesse",
title = "{Moments of Clarity: Streamlining Latent Spaces in Machine Learning using Moment Pooling}",
eprint = "2403.08854",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "MIT-CTP 5689",
month = "3",
year = "2024"
}
% March 15, 2024
@article{ATLAS:2024fdw,
author = "{ATLAS Collaboration}",
title = "{Exploration at the high-energy frontier: ATLAS Run 2 searches investigating the exotic jungle beyond the Standard Model}",
eprint = "2403.09292",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CERN-EP-2024-075",
month = "3",
year = "2024"
}
% March 13, 2024
@article{Harris:2024sra,
author = "Harris, Philip and Kagan, Michael and Krupa, Jeffrey and Maier, Benedikt and Woodward, Nathaniel",
title = "{Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models}",
eprint = "2403.07066",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 13, 2024
@article{Catena:2024fjn,
author = "Catena, Riccardo and Urdshals, Einar",
title = "{Dark Matter-induced electron excitations in silicon and germanium with Deep Learning}",
eprint = "2403.07053",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 12, 2024
@article{Birk:2024knn,
author = "Birk, Joschka and Hallin, Anna and Kasieczka, Gregor",
title = "{OmniJet-$\alpha$: The first cross-task foundation model for particle physics}",
eprint = "2403.05618",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 12, 2024
@article{Lazar:2024luq,
author = {Lazar, Jeffrey and Olavarrieta, Santiago Giner and Gatti, Giancarlo and Arg\"uelles, Carlos A. and Sanz, Mikel},
title = "{New Pathways in Neutrino Physics via Quantum-Encoded Data Analysis}",
eprint = "2402.19306",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "3",
year = "2024"
}
% March 11, 2024
@article{Chang:2024ksq,
author = "Chang, Wen-Bin and Hou, De-fu",
title = "{Heavy quarkonium spectral function in an anisotropic background}",
eprint = "2403.04966",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
doi = "10.1103/PhysRevD.109.086010",
journal = "Phys. Rev. D",
volume = "109",
number = "8",
pages = "086010",
month = "3",
year = "2024"
}
% March 11, 2024
@article{Chen:2024rna,
author = "Chen, Yi-An and Chen, Kai-Feng",
title = "{Jet Discrimination with Quantum Complete Graph Neural Network}",
eprint = "2403.04990",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% March 11, 2024
@article{ATLAS:2024ett,
author = "{ATLAS Collaboration}",
title = "{Observation of electroweak production of $W^+W^-$ in association with jets in proton-proton collisions at $\sqrt{s}=13$ TeV with the ATLAS Detector}",
eprint = "2403.04869",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CERN-EP-2024-015",
month = "3",
year = "2024"
}
% March 11, 2024
@article{Bat:2024gln,
author = "Bat, Ayse",
title = "{Using machine learning to separate Cherenkov and scintillation light in hybrid neutrino detector}",
eprint = "2403.05184",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
doi = "10.1088/1748-0221/19/04/P04027",
journal = "JINST",
volume = "19",
number = "04",
pages = "P04027",
year = "2024"
}
% March 08, 2024
@article{Gavalian:2024icb,
author = "Gavalian, Gagik",
title = "{Real-Time Charged Track Reconstruction for CLAS12}",
eprint = "2403.04020",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "3",
year = "2024"
}
% March 08, 2024
@article{CALICE:2024imr,
author = "{ALICE Collaboration}",
title = "{Software Compensation for Highly Granular Calorimeters using Machine Learning}",
eprint = "2403.04632",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
doi = "10.1088/1748-0221/19/04/P04037",
journal = "JINST",
volume = "19",
pages = "P04037",
year = "2024"
}
% March 07, 2024
@article{Lanza:2024mqp,
author = "Lanza, Stefano",
title = "{Neural Network Learning and Quantum Gravity}",
eprint = "2403.03245",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "3",
year = "2024"
}
% March 06, 2024
@article{Bhattacharya:2024sxl,
author = "Bhattacharya, Subhaditya and Sarkar, Abhik and Biswas, Sanjoy",
title = "{Higgs couplings in SMEFT via Zh production at the HL-LHC}",
eprint = "2403.03001",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "3",
year = "2024"
}
% February 28, 2024
@article{Pfeffer:2024tjl,
author = "Pfeffer, Emanuel and Wa\ss{}mer, Michael and Cung, Yee-Ying and Wolf, Roger and Husemann, Ulrich",
title = "{A case study of sending graph neural networks back to the test bench for applications in high-energy particle physics}",
eprint = "2402.17386",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "2",
year = "2024"
}
% February 28, 2024
@article{Tian:2024yfz,
author = "Tian, Zhefei and Zhao, Guang and Wu, Linghui and Zhang, Zhenyu and Zhou, Xiang and Xin, Shuiting and Liu, Shuaiyi and Li, Gang and Dong, Mingyi and Sun, Shengsen",
title = "{Cluster Counting Algorithm for the CEPC Drift Chamber using LSTM and DGCNN}",
eprint = "2402.16493",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "2",
year = "2024"
}
% February 28, 2024
@article{Belle-II:2024lwr,
author = "{Belle-II Collaboration}",
title = "{A new graph-neural-network flavor tagger for Belle II and measurement of $\sin 2\phi_1$ in $B^0 \to J/\psi K^0_\text{S}$ decays}",
eprint = "2402.17260",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "Belle II Preprint 2024-006, KEK Preprint 2023-53",
month = "2",
year = "2024"
}
% February 27, 2024
@article{Bieringer:2024pzt,
author = "Bieringer, Sebastian and Kasieczka, Gregor and Kieseler, Jan and Trabs, Mathias",
title = "{Classifier Surrogates: Sharing AI-based Searches with the World}",
eprint = "2402.15558",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "2",
year = "2024"
}
% February 27, 2024
@article{CMS:2024trg,
author = "{CMS Collaboration}",
title = "{Search for long-lived particles using displaced vertices and missing transverse momentum in proton-proton collisions at $\sqrt{s}$ = 13 TeV}",
eprint = "2402.15804",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-EXO-22-020, CERN-EP-2024-031",
month = "2",
year = "2024"
}
% February 27, 2024
@article{Hashmani:2024ykk,
author = {Hashmani, Raheem Karim and Akba\c{s}, Emre and Demirk\"oz, Melahat Bilge},
title = "{A Comparison of Deep Learning Models for Proton Background Rejection with the AMS Electromagnetic Calorimeter}",
eprint = "2402.16285",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "2",
year = "2024"
}
% February 27, 2024
@article{Zhao:2024ely,
author = "Zhao, Guang and Wu, Linghui and Grancagnolo, Francesco and De Filippis, Nicola and Dong, Mingyi and Sun, Shengsen",
title = "{Peak finding algorithm for cluster counting with domain adaptation}",
eprint = "2402.16270",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
doi = "10.1016/j.cpc.2024.109208",
journal = "Comput. Phys. Commun.",
volume = "300",
pages = "109208",
year = "2024"
}
% February 26, 2024
@article{Bahr:2024dzg,
author = {B\"ahr, S. and others},
title = "{The Neural Network First-Level Hardware Track Trigger of the Belle II Experiment}",
eprint = "2402.14962",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "2",
year = "2024"
}
% February 26, 2024
@article{CMS:2024twn,
author = "{CMS Collaboration}",
title = "{Portable acceleration of CMS computing workflows with coprocessors as a service}",
eprint = "2402.15366",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
reportNumber = "CMS-MLG-23-001, CERN-EP-2023-303",
month = "2",
year = "2024"
}