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Update until September 25th
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claudius-krause committed Nov 7, 2024
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113 changes: 18 additions & 95 deletions HEPML.bib
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Expand Up @@ -524,18 +524,7 @@ @inproceedings{Rovira:2024aqd
year = "2024"
}

% September 27, 2024*
@article{Tseng:2024hak,
author = "Tseng, Yuan-Heng and Jiang, Fu-Jiun",
title = "{A neural network study of the phase transitions of the two-dimensional antiferromagnetic $q$-state Potts models on the square lattice}",
eprint = "2409.17984",
archivePrefix = "arXiv",
primaryClass = "hep-lat",
month = "9",
year = "2024"
}

% September 25, 2024*
% September 25, 2024
@article{Borella:2024mgs,
author = "Borella, Lorenzo and Coppi, Alberto and Pazzini, Jacopo and Stanco, Andrea and Trenti, Marco and Triossi, Andrea and Zanetti, Marco",
title = "{Ultra-low latency quantum-inspired machine learning predictors implemented on FPGA}",
Expand All @@ -546,7 +535,7 @@ @article{Borella:2024mgs
year = "2024"
}

% September 25, 2024*
% September 25, 2024
@article{Capuozzo:2024vdw,
author = "Capuozzo, Pietro and Gherardini, Tancredi Schettini and Suzzoni, Benjamin",
title = "{Machine Learning Toric Duality in Brane Tilings}",
Expand All @@ -558,18 +547,7 @@ @article{Capuozzo:2024vdw
year = "2024"
}

% September 24, 2024*
@article{Kiefer:2024zze,
author = "Kiefer, Henrik and Furtel, Denis and Ayaz, Cihan and Klimek, Anton and Daldrop, Jan O. and Netz, Roland R.",
title = "{Predictability Analysis and Prediction of Discrete Weather and Financial Time-Series Data with a Hamiltonian-Based Filter-Projection Approach}",
eprint = "2409.15026",
archivePrefix = "arXiv",
primaryClass = "physics.data-an",
month = "9",
year = "2024"
}

% September 23, 2024*
% September 23, 2024
@article{Saito:2024fmr,
author = "Saito, Masahiko and Morinaga, Masahiro and Kishimoto, Tomoe and Tanaka, Junichi",
title = "{Signal model parameter scan using Normalizing Flow}",
Expand All @@ -584,18 +562,7 @@ @article{Saito:2024fmr
year = "2024"
}

% September 23, 2024*
@article{Bara:2024glr,
author = "Bar\`a, Chiara and Antonacci, Yuri and Iovino, Marta and Lazic, Ivan and Faes, Luca",
title = "{Partial information decomposition for mixed discrete and continuous random variables}",
eprint = "2409.13506",
archivePrefix = "arXiv",
primaryClass = "physics.data-an",
month = "9",
year = "2024"
}

% September 20, 2024*
% September 20, 2024
@article{Leigh:2024ked,
author = "Leigh, Matthew and Klein, Samuel and Charton, Fran\c{c}ois and Golling, Tobias and Heinrich, Lukas and Kagan, Michael and Ochoa, In\^es and Osadchy, Margarita",
title = "{Is Tokenization Needed for Masked Particle Modelling?}",
Expand All @@ -606,7 +573,7 @@ @article{Leigh:2024ked
year = "2024"
}

% September 20, 2024*
% September 20, 2024
@article{Halverson:2024axc,
author = "Halverson, James and Naskar, Joydeep and Tian, Jiahua",
title = "{Conformal Fields from Neural Networks}",
Expand All @@ -617,7 +584,7 @@ @article{Halverson:2024axc
year = "2024"
}

% September 19, 2024*
% September 19, 2024
@article{Sahu:2024fzi,
author = "Sahu, Rameswar and Ashanujjaman, Saiyad and Ghosh, Kirtiman",
title = "{Unveiling the Secrets of New Physics Through Top Quark Tagging}",
Expand All @@ -628,7 +595,7 @@ @article{Sahu:2024fzi
year = "2024"
}

% September 18, 2024*
% September 18, 2024
@article{CMS:2024xzb,
author = "{CMS Collaboration}",
title = "{Search for light long-lived particles decaying to displaced jets in proton-proton collisions at $\sqrt{s}$ = 13.6 TeV}",
Expand All @@ -640,7 +607,7 @@ @article{CMS:2024xzb
year = "2024"
}

% September 18, 2024*
% September 18, 2024
@article{Nelakurti:2024xol,
author = "Nelakurti, Rishivarshil and Hill, Christopher",
title = "{Evaluating Modifications to Classifiers for Identification of Higgs Bosons}",
Expand All @@ -651,7 +618,7 @@ @article{Nelakurti:2024xol
year = "2024"
}

% September 17, 2024*
% September 17, 2024
@article{Nishimura:2024apb,
author = "Nishimura, Satsuki and Miyao, Coh and Otsuka, Hajime",
title = "{Reinforcement learning-based statistical search strategy for an axion model from flavor}",
Expand All @@ -663,7 +630,7 @@ @article{Nishimura:2024apb
year = "2024"
}

% September 17, 2024*
% September 17, 2024
@article{Zhu:2024drd,
author = "Zhu, Huanbiao and Desai, Krish and Kuusela, Mikael and Mikuni, Vinicius and Nachman, Benjamin and Wasserman, Larry",
title = "{Multidimensional Deconvolution with Profiling}",
Expand All @@ -674,29 +641,7 @@ @article{Zhu:2024drd
year = "2024"
}

% September 17, 2024*
@article{Rajpal:2024ycz,
author = "Rajpal, Shraddha and Ahmed, Zeeshan and Berry, Tyrus",
title = "{Evaluating probabilistic and data-driven inference models for fiber-coupled NV-diamond temperature sensors}",
eprint = "2409.09487",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "9",
year = "2024"
}

% September 17, 2024*
@article{Charleston:2024sdb,
author = "Charleston, M. A. and Chowdhury, S. M. and Straiton, B. J. and Marashdeh, Q. M. and Teixeira, F. L.",
title = "{Electrical capacitance volume sensor for microgravity mass gauging: Advancements in sensor calibration for microgravity fluid configurations and propellant management devices}",
eprint = "2409.10344",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "9",
year = "2024"
}

% September 13, 2024*
% September 13, 2024
@article{Glazier:2024ogg,
author = "Glazier, D. I. and Tyson, R.",
title = "{Converting sWeights to Probabilities with Density Ratios}",
Expand All @@ -707,7 +652,7 @@ @article{Glazier:2024ogg
year = "2024"
}

% September 12, 2024*
% September 12, 2024
@article{Zhang:2024ebl,
author = "Zhang, Shuai and Chen, Ke-Xin and Yang, Ji-Chong",
title = "{Detect anomalous quartic gauge couplings at muon colliders with quantum kernel k-means}",
Expand All @@ -718,18 +663,7 @@ @article{Zhang:2024ebl
year = "2024"
}

% September 11, 2024*
@article{Parzer:2024bgv,
author = "Parzer, Michael and Riss, Alexander and Garmroudi, Fabian and de Boor, Johannes and Mori, Takao and Bauer, Ernst",
title = "{SeeBand: A highly efficient, interactive tool for analyzing electronic transport data}",
eprint = "2409.06261",
archivePrefix = "arXiv",
primaryClass = "physics.data-an",
month = "9",
year = "2024"
}

% September 06, 2024*
% September 06, 2024
@article{Chekanov:2024ezm,
author = "Chekanov, Sergei V. and Islam, Wasikul and Zhang, Rui and Luongo, Nicholas",
title = "{ADFilter -- A Web Tool for New Physics Searches With Autoencoder-Based Anomaly Detection Using Deep Unsupervised Neural Networks}",
Expand All @@ -741,18 +675,7 @@ @article{Chekanov:2024ezm
year = "2024"
}

% September 06, 2024*
@article{Nagai:2024yaf,
author = "Nagai, Yuki and Tomiya, Akio",
title = "{JuliaQCD: Portable lattice QCD package in Julia language}",
eprint = "2409.03030",
archivePrefix = "arXiv",
primaryClass = "hep-lat",
month = "9",
year = "2024"
}

% September 05, 2024*
% September 05, 2024
@article{Abasov:2024hyq,
author = "Abasov, E. and Volkov, P. and Vorotnikov, G. and Dudko, L. and Zaborenko, A. and Iudin, E. and Markina, A. and Perfilov, M.",
title = "{Application of Kolmogorov-Arnold Networks in high energy physics}",
Expand All @@ -763,7 +686,7 @@ @article{Abasov:2024hyq
year = "2024"
}

% September 05, 2024*
% September 05, 2024
@article{Takahashi:2024bxx,
author = "Takahashi, Shota and Harada, Akira and Yamada, Shoichi",
title = "{An Extended Closure Relation by LightGBM for Neutrino Radiation Transport in Core-collapse Supernovae}",
Expand All @@ -774,7 +697,7 @@ @article{Takahashi:2024bxx
year = "2024"
}

% September 05, 2024*
% September 05, 2024
@article{He:2024ppu,
author = "He, Yan and others",
title = "{A novel machine learning method to detect double-$\Lambda$ hypernuclear events in nuclear emulsions}",
Expand All @@ -785,7 +708,7 @@ @article{He:2024ppu
year = "2024"
}

% September 04, 2024*
% September 04, 2024
@article{Bodendorfer:2024egw,
author = "Bodendorfer, Norbert and Oktay, Onur and Gautam, Vaibhav and Hanada, Masanori and Rinaldi, Enrico",
title = "{Variational Monte Carlo with Neural Network Quantum States for Yang-Mills Matrix Model}",
Expand All @@ -797,7 +720,7 @@ @article{Bodendorfer:2024egw
year = "2024"
}

% September 02, 2024*
% September 02, 2024
@inproceedings{Biro:2024tzv,
author = {B\'\i{}r\'o, G\'abor and Papp, G\'abor and Barnaf\"oldi, Gergely G\'abor},
title = "{Estimating event-by-event multiplicity by a Machine Learning Method for Hadronization Studies}",
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