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Finish update until Nov 4
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ramonpeter committed Nov 11, 2024
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75 changes: 20 additions & 55 deletions HEPML.bib
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# HEPML Papers

% November 04, 2024*
% November 04, 2024
@article{Brehmer:2024yqw,
author = "Brehmer, Johann and Bres\'o, V\'\i{}ctor and de Haan, Pim and Plehn, Tilman and Qu, Huilin and Spinner, Jonas and Thaler, Jesse",
title = "{A Lorentz-Equivariant Transformer for All of the LHC}",
Expand All @@ -12,7 +12,7 @@ @article{Brehmer:2024yqw
year = "2024"
}

% November 04, 2024*
% November 04, 2024
@article{Larkoski:2024hfe,
author = "Larkoski, Andrew J.",
title = "{Systematic Interpretability and the Likelihood for Boosted Top Quark Identification}",
Expand All @@ -23,7 +23,7 @@ @article{Larkoski:2024hfe
year = "2024"
}

% November 04, 2024*
% November 04, 2024
@article{Maselek:2024qyp,
author = "Mase\l{}ek, Rafa\l{} and Nojiri, Mihoko M. and Sakurai, Kazuki",
title = "{Machine Learning Electroweakino Production}",
Expand All @@ -34,31 +34,7 @@ @article{Maselek:2024qyp
year = "2024"
}

% November 01, 2024*
@article{CMS:2024zpb,
author = "{CMS Collaboration}",
title = "{Search for pair production of heavy particles decaying to a top quark and a gluon in the lepton+jets final state in proton-proton collisions at $\sqrt{s}$ = 13 TeV}",
eprint = "2410.20601",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-B2G-22-005, CERN-EP-2024-266",
month = "10",
year = "2024"
}

% November 01, 2024*
@article{CMS:2024mke,
author = "{CMS Collaboration}",
title = "{Measurements of inclusive and differential cross sections for top quark production in association with a Z boson in proton-proton collisions at $\sqrt{s}$ = 13 TeV}",
eprint = "2410.23475",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-TOP-23-004, CERN-EP-2024-251",
month = "10",
year = "2024"
}

% October 31, 2024*
% October 31, 2024
@article{Araz:2024bom,
author = "Araz, Jack Y. and Mikuni, Vinicius and Ringer, Felix and Sato, Nobuo and Acosta, Fernando Torales and Whitehill, Richard",
title = "{Point cloud-based diffusion models for the Electron-Ion Collider}",
Expand All @@ -69,7 +45,7 @@ @article{Araz:2024bom
year = "2024"
}

% October 31, 2024*
% October 31, 2024
@article{Scott:2024txs,
author = "Scott, Jacob L. and Dong, Zhongtian and Kim, Taejoon and Kong, Kyoungchul and Park, Myeonghun",
title = "{Hybrid quantum-classical approach for combinatorial problems at hadron colliders}",
Expand All @@ -80,7 +56,7 @@ @article{Scott:2024txs
year = "2024"
}

% October 31, 2024*
% October 31, 2024
@article{Kakati:2024dun,
author = "Kakati, Nilotpal and Dreyer, Etienne and Ivina, Anna and Di Bello, Francesco Armando and Heinrich, Lukas and Kado, Marumi and Gross, Eilam",
title = "{HGPflow: Extending Hypergraph Particle Flow to Collider Event Reconstruction}",
Expand All @@ -91,7 +67,7 @@ @article{Kakati:2024dun
year = "2024"
}

% October 30, 2024*
% October 30, 2024
@article{Algren:2024bqw,
author = "Algren, Malte and Pollard, Christopher and Raine, John Andrew and Golling, Tobias",
title = "{Variational inference for pile-up removal at hadron colliders with diffusion models}",
Expand All @@ -102,7 +78,7 @@ @article{Algren:2024bqw
year = "2024"
}

% October 29, 2024*
% October 29, 2024
@article{Das:2024fwo,
author = "Das, Ranit and Shih, David",
title = "{SIGMA: Single Interpolated Generative Model for Anomalies}",
Expand All @@ -113,7 +89,7 @@ @article{Das:2024fwo
year = "2024"
}

% October 29, 2024*
% October 29, 2024
@inproceedings{Aarts:2024rsl,
author = "Aarts, Gert and Habibi, Diaa E. and Wang, Lingxiao and Zhou, Kai",
title = "{On learning higher-order cumulants in diffusion models}",
Expand All @@ -126,7 +102,7 @@ @inproceedings{Aarts:2024rsl
year = "2024"
}

% October 28, 2024*
% October 28, 2024
@inproceedings{Zhu:2024kiu,
author = "Zhu, Qianteng and Aarts, Gert and Wang, Wei and Zhou, Kai and Wang, Lingxiao",
title = "{Diffusion models for lattice gauge field simulations}",
Expand All @@ -139,7 +115,7 @@ @inproceedings{Zhu:2024kiu
year = "2024"
}

% October 28, 2024*
% October 28, 2024
@article{Butbaia:2024xgj,
author = {Butbaia, Giorgi and Mayorga Pe\~na, Dami\'an and Tan, Justin and Berglund, Per and H\"ubsch, Tristan and Jejjala, Vishnu and Mishra, Challenger},
title = "{cymyc -- Calabi-Yau Metrics, Yukawas, and Curvature}",
Expand All @@ -150,7 +126,7 @@ @article{Butbaia:2024xgj
year = "2024"
}

% October 25, 2024*
% October 25, 2024
@article{Maitre:2024hzp,
author = "Ma\^\i{}tre, Daniel and Ngairangbam, Vishal S. and Spannowsky, Michael",
title = "{Optimal Equivariant Architectures from the Symmetries of Matrix-Element Likelihoods}",
Expand All @@ -162,7 +138,7 @@ @article{Maitre:2024hzp
year = "2024"
}

% October 25, 2024*
% October 25, 2024
@article{Yang:2024bqw,
author = "Yang, Ji-Chong and Zhang, Shuai and Yue, Chong-Xing",
title = "{A novel quantum machine learning classifier to search for new physics}",
Expand All @@ -173,7 +149,7 @@ @article{Yang:2024bqw
year = "2024"
}

% October 24, 2024*
% October 24, 2024
@article{Florez:2024lrr,
author = "Fl\'orez, A. and Gurrola, A. and Rodriguez, C. and Qureshi, U. S.",
title = "{Probing Light Scalars and Vector-like Quarks at the High-Luminosity LHC}",
Expand All @@ -184,7 +160,7 @@ @article{Florez:2024lrr
year = "2024"
}

% October 23, 2024*
% October 23, 2024
@article{CMS:2024psu,
author = "{CMS Collaboration}",
title = "{Performance of the CMS high-level trigger during LHC Run 2}",
Expand All @@ -196,7 +172,7 @@ @article{CMS:2024psu
year = "2024"
}

% October 22, 2024*
% October 22, 2024
@article{Vatellis:2024vjl,
author = "Vatellis, Vasileios",
title = "{Advancing Physics Data Analysis through Machine Learning and Physics-Informed Neural Networks}",
Expand All @@ -207,7 +183,7 @@ @article{Vatellis:2024vjl
year = "2024"
}

% October 22, 2024*
% October 22, 2024
@article{Wolf:2024zkz,
author = "Wolf, Moritz and Stietz, Lars O. and Connor, Patrick L. S. and Schleper, Peter and Bein, Samuel",
title = "{Fast Perfekt: Regression-based refinement of fast simulation}",
Expand All @@ -218,18 +194,7 @@ @article{Wolf:2024zkz
year = "2024"
}

% October 22, 2024*
@article{Basalaev:2024vsb,
author = "Basalaev, Artem and Feldhusen, Jan-Niklas and Gerberding, Oliver",
title = "{Characterizing seismic isolation using convolutional neural networks and Wiener filters}",
eprint = "2410.14806",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "10",
year = "2024"
}

% October 22, 2024*
% October 22, 2024
@article{Leon:2024zfk,
author = "Le\'on, E. and others",
title = "{Machine Learning-Powered Data Cleaning for LEGEND}",
Expand All @@ -240,7 +205,7 @@ @article{Leon:2024zfk
year = "2024"
}

% October 21, 2024*
% October 21, 2024
@article{Kvita:2024ooa,
author = "Kvita, Ji\v{r}\'\i{} and Baro\v{n}, Petr and Machalov\'a, Monika and P\v{r}\'\i{}vara, Radek and Vod\'ak, Rostislav and Tome\v{c}ek, Jan",
title = "{Application of Machine Learning Based Top Quark and W Jet Tagging to Hadronic Four-Top Final States Induced by SM and BSM Processes}",
Expand All @@ -251,7 +216,7 @@ @article{Kvita:2024ooa
year = "2024"
}

% October 21, 2024*
% October 21, 2024
@article{Sheldon:2024sbe,
author = "Sheldon, Liam Rankin and Rankin, Dylan Sheldon and Harris, Philip",
title = "{MACK: Mismodeling Addressed with Contrastive Knowledge}",
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