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76 changes: 38 additions & 38 deletions HEPML.bib
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# HEPML Papers
% January 08, 2024
% January 08, 2024
@article{Chai:2024zyl,
author = "Chai, Shengdu and Gu, Jiayin and Li, Lingfeng",
title = "{From Optimal Observables to Machine Learning: an Effective-Field-Theory Analysis of $e^+e^- \to W^+W^-$ at Future Lepton Colliders}",
Expand All @@ -20,7 +20,7 @@ @inproceedings{Held:2024gwj
year = "2024"
}

% January 05, 2024
% January 05, 2024
@article{Dickinson:2023yes,
author = "Dickinson, Jennet and others",
title = "{Smartpixels: Towards on-sensor inference of charged particle track parameters and uncertainties}",
Expand All @@ -43,7 +43,7 @@ @article{Kasak:2023hhr
}


% January 04, 2024
% January 04, 2024
@inproceedings{Kauffman:2024bov,
author = "Kauffman, Elliott and Held, Alexander and Shadura, Oksana",
title = "{Machine Learning for Columnar High Energy Physics Analysis}",
Expand All @@ -54,7 +54,7 @@ @inproceedings{Kauffman:2024bov
year = "2024"
}

% January 03, 2024
% January 03, 2024
@inproceedings{Kanwar:2024ujc,
author = "Kanwar, Gurtej",
title = "{Flow-based sampling for lattice field theories}",
Expand All @@ -65,7 +65,7 @@ @inproceedings{Kanwar:2024ujc
year = "2024"
}

% January 02, 2024
% January 02, 2024
@article{Hammad:2023sbd,
author = "Hammad, A. and Moretti, S. and Nojiri, M.",
title = "{Multi-scale cross-attention transformer encoder for event classification}",
Expand All @@ -76,7 +76,7 @@ @article{Hammad:2023sbd
year = "2023"
}

% December 25, 2023
% December 25, 2023
@article{Araz:2023mda,
author = "Araz, Jack Y. and others",
title = "{Les Houches guide to reusable ML models in LHC analyses}",
Expand Down Expand Up @@ -107,7 +107,7 @@ @article{Belis:2023mqs
year = "2023"
}

% December 21, 2023
% December 21, 2023
@article{Lawrence:2023cft,
author = "Lawrence, Scott and Yamauchi, Yukari",
title = "{Mitigating a discrete sign problem with extreme learning machines}",
Expand All @@ -119,7 +119,7 @@ @article{Lawrence:2023cft
year = "2023"
}

% December 20, 2023
% December 20, 2023
@article{Ngairangbam:2023cps,
author = "Ngairangbam, Vishal S. and Spannowsky, Michael",
title = "{Interpretable deep learning models for the inference and classification of LHC data}",
Expand Down Expand Up @@ -161,7 +161,7 @@ @article{VanStroud:2023ggs
year = "2023"
}

% December 19, 2023
% December 19, 2023
@article{Sengupta:2023vtm,
author = "Sengupta, Debajyoti and Leigh, Matthew and Raine, John Andrew and Klein, Samuel and Golling, Tobias",
title = "{Improving new physics searches with diffusion models for event observables and jet constituents}",
Expand All @@ -172,7 +172,7 @@ @article{Sengupta:2023vtm
year = "2023"
}

% December 18, 2023
% December 18, 2023
@inproceedings{Zipper:2023ybp,
author = "{The CMS collaboration}"
title = "{Testing a Neural Network for Anomaly Detection in the CMS Global Trigger Test Crate during Run 3}",
Expand All @@ -195,7 +195,7 @@ @article{Hashemi:2023rgo
year = "2023"
}

% December 16, 2023
% December 16, 2023
@article{Chan:2023icm,
author = "Foreman, Sam and Jin, Xiao-Yong and Osborn, James C.",
title = "{MLMC: Machine Learning Monte Carlo for Lattice Gauge Theory}",
Expand All @@ -206,7 +206,7 @@ @article{Chan:2023icm
year = "2023"
}

% December 15, 2023
% December 15, 2023
@article{Chan:2023icm,
author = "Chan, Jay and Ju, Xiangyang and Kania, Adam and Nachman, Benjamin and Sangli, Vishnu and Siodmok, Andrzej",
title = "{Integrating Particle Flavor into Deep Learning Models for Hadronization}",
Expand All @@ -217,7 +217,7 @@ @article{Chan:2023icm
year = "2023"
}

% December 14, 2023
% December 14, 2023
@article{Tamir:2023aiz,
author = "Tamir, Nadav and Bessudo, Ilan and Chen, Boping and Raiko, Hely and Barak, Liron",
title = "{Neural networks for boosted di-$\tau$ identification}",
Expand All @@ -228,7 +228,7 @@ @article{Tamir:2023aiz
year = "2023"
}

% December 13, 2023
% December 13, 2023
@inproceedings{Kishimoto:2023cys,
author = "Kishimoto, Tomoe and Morinaga, Masahiro and Saito, Masahiko and Tanaka, Junichi",
title = "{Pre-training strategy using real particle collision data for event classification in collider physics}",
Expand Down Expand Up @@ -261,7 +261,7 @@ @article{Ishiguro:2023hcv
year = "2023"
}

% December 12, 2023
% December 12, 2023
@article{Beauchesne:2023vie,
author = "Beauchesne, Hugues and Chen, Zong-En and Chiang, Cheng-Wei",
title = "{Improving the performance of weak supervision searches using transfer and meta-learning}",
Expand All @@ -282,7 +282,7 @@ @article{Kocot:2023izs
year = "2023"
}

% December 11, 2023
% December 11, 2023
@inproceedings{Li:2023xhj,
author = "Li, Anni and Krishnamohan, Venkat and Kansal, Raghav and Sen, Rounak and Tsan, Steven and Zhang, Zhaoyu and Duarte, Javier",
title = "{Induced Generative Adversarial Particle Transformers}",
Expand Down Expand Up @@ -318,7 +318,7 @@ @inproceedings{Allaire:2023dfg
}


% December 08, 2023
% December 08, 2023
@inproceedings{Lieret:2023aqg,
author = "Lieret, Kilian and DeZoort, Gage and Chatterjee, Devdoot and Park, Jian and Miao, Siqi and Li, Pan",
title = "{High Pileup Particle Tracking with Object Condensation}",
Expand All @@ -329,7 +329,7 @@ @inproceedings{Lieret:2023aqg
year = "2023"
}

% December 07, 2023
% December 07, 2023
@article{Dolan:2023abg,
author = "Dolan, Matthew J. and Gargalionis, John and Ore, Ayodele",
title = "{Quark-versus-gluon tagging in CMS Open Data with CWoLa and TopicFlow}",
Expand All @@ -340,7 +340,7 @@ @article{Dolan:2023abg
year = "2023"
}

% December 07, 2023
% December 07, 2023
@article{Hoque:2023zjt,
author = "Hoque, Sehmimul and Jia, Hao and Abhishek, Abhishek and Fadaie, Mojde and Toledo-Mar\'\i{}n, J. Quetzalcoatl and Vale, Tiago and Melko, Roger G. and Swiatlowski, Maximilian and Fedorko, Wojciech T.",
title = "{CaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models}",
Expand All @@ -361,7 +361,7 @@ @article{Gao:2023quv
year = "2023"
}

% December 06, 2023
% December 06, 2023
@article{Kriesten:2023uoi,
author = "Kriesten, Brandon and Hobbs, T. J.",
title = "{Learning PDFs through Interpretable Latent Representations in Mellin Space}",
Expand All @@ -383,7 +383,7 @@ @article{Batson:2023ohn
year = "2023"
}

% December 05, 2023
% December 05, 2023
@article{Calisto:2023vmm,
author = "Calisto, Francesco and Moodie, Ryan and Zoia, Simone",
title = "{Learning Feynman integrals from differential equations with neural networks}",
Expand All @@ -405,7 +405,7 @@ @article{ElBaz:2023ijr
year = "2023"
}

% December 04, 2023
% December 04, 2023
@article{Metodiev:2023izu,
author = "Metodiev, Eric M. and Thaler, Jesse and Wynne, Raymond",
title = "{Anomaly Detection in Collider Physics via Factorized Observables}",
Expand All @@ -427,7 +427,7 @@ @article{Scham:2023usu
year = "2023"
}

% November 30, 2023
% November 30, 2023
@article{Butter:2023ira,
author = "Butter, Anja and Jezo, Tomas and Klasen, Michael and Kuschick, Mathias and Palacios Schweitzer, Sofia and Plehn, Tilman",
title = "{Kicking it Off(-shell) with Direct Diffusion}",
Expand Down Expand Up @@ -483,7 +483,7 @@ @article{Hirst:2023kdl
year = "2023"
}

% November 29, 2023
% November 29, 2023
@article{Zhang:2023khv,
author = "Zhang, Yu-Ting and Wang, Xin-Tong and Yang, Ji-Chong",
title = "{Searching for gluon quartic gauge couplings at muon colliders using the auto-encoder}",
Expand Down Expand Up @@ -515,7 +515,7 @@ @article{Hammad:2023wme
year = "2023"
}

% November 28, 2023
% November 28, 2023
@article{Zhang:2023ykh,
author = "Zhang, Shuai and Guo, Yu-Chen and Yang, Ji-Chong",
title = "{Optimize the event selection strategy the study the anomalous quartic gauge couplings at muon colliders using the support vector machine}",
Expand Down Expand Up @@ -556,7 +556,7 @@ @article{Angloher:2023oya
year = "2023"
}

% November 27, 2023
% November 27, 2023
@inproceedings{Diaz:2023otq,
author = "Diaz, Mauricio A. and Cerro, Giorgio and Chaplais, Jacan and Dasmahapatra, Srinandan and Moretti, Stefano",
title = "{JetLOV: Enhancing Jet Tree Tagging through Neural Network Learning of Optimal LundNet Variables}",
Expand All @@ -580,7 +580,7 @@ @inproceedings{Liu:2023dio
year = "2023"
}

% November 23, 2023
% November 23, 2023
@article{Bai:2023yyy,
author = "Bai, Kehang and Mastandrea, Radha and Nachman, Benjamin",
title = "{Non-resonant Anomaly Detection with Background Extrapolation}",
Expand All @@ -601,7 +601,7 @@ @article{Dubey:2023pro
year = "2023"
}

% November 22, 2023
% November 22, 2023
@article{Scham:2023cwn,
author = {Scham, Moritz Alfons Wilhelm and Kr\"ucker, Dirk and K\"ach, Benno and Borras, Kerstin},
title = "{DeepTreeGAN: Fast Generation of High Dimensional Point Clouds}",
Expand All @@ -622,7 +622,7 @@ @article{Bal:2023bvt
year = "2023"
}

% November 21, 2023
% November 21, 2023
@article{Mondal:2023law,
author = "Mondal, Spandan and Barone, Gaetano and Schmidt, Alexander",
title = "{PAIReD jet: A multi-pronged resonance tagging strategy across all Lorentz boosts}",
Expand All @@ -644,7 +644,7 @@ @article{Erbin:2023ncy
year = "2023"
}

% November 20, 2023
% November 20, 2023
@article{Gao:2023uel,
author = "Gao, Lin and Cheng, Zhen and Ying, Heping and Zhang, Jianbo",
title = "{Study of topological quantities of lattice QCD by a modified Wasserstein generative adversarial network}",
Expand All @@ -655,7 +655,7 @@ @article{Gao:2023uel
year = "2023"
}

% November 17, 2023
% November 17, 2023
@article{Bierlich:2023zzd,
author = "Bierlich, Christian and Ilten, Phil and Menzo, Tony and Mrenna, Stephen and Szewc, Manuel and Wilkinson, Michael K. and Youssef, Ahmed and Zupan, Jure",
title = "{Towards a data-driven model of hadronization using normalizing flows}",
Expand All @@ -667,7 +667,7 @@ @article{Bierlich:2023zzd
year = "2023"
}

% November 16, 2023
% November 16, 2023
@article{ATLAS:2023zca,
author = "{The ATLAS collaboration}"
title = "{Simultaneous energy and mass calibration of large-radius jets with the ATLAS detector using a deep neural network}",
Expand All @@ -679,7 +679,7 @@ @article{ATLAS:2023zca
year = "2023"
}

% November 15, 2023
% November 15, 2023
@article{Bright-Thonney:2023gdl,
author = "Bright-Thonney, Samuel and Nachman, Benjamin and Thaler, Jesse",
title = "{Safe but Incalculable: Energy-weighting is not all you need}",
Expand All @@ -691,7 +691,7 @@ @article{Bright-Thonney:2023gdl
year = "2023"
}

% November 14, 2023
% November 14, 2023
@article{Romero:2023hrk,
author = "Romero, Alexis and Whiteson, Daniel",
title = "{Jet Rotational Metrics}",
Expand All @@ -702,7 +702,7 @@ @article{Romero:2023hrk
year = "2023"
}

% November 13, 2023
% November 13, 2023
@article{Witkowski:2023xmx,
author = "Witkowski, Edmund and Whiteson, Daniel",
title = "{Learning Broken Symmetries with Resimulation and Encouraged Invariance}",
Expand All @@ -724,7 +724,7 @@ @article{Lin:2023xrw
year = "2023"
}

% November 10, 2023
% November 10, 2023
@article{Jin:2023xts,
author = {Jin, Miaochen and Hu, Yushi and Arg\"uelles, Carlos A.},
title = "{Two Watts is All You Need: Enabling In-Detector Real-Time Machine Learning for Neutrino Telescopes Via Edge Computing}",
Expand All @@ -735,7 +735,7 @@ @article{Jin:2023xts
year = "2023"
}

% November 08, 2023
% November 08, 2023
@inproceedings{Wang:2023sry,
author = "Wang, Lingxiao and Aarts, Gert and Zhou, Kai",
title = "{Generative Diffusion Models for Lattice Field Theory}",
Expand All @@ -757,7 +757,7 @@ @article{Lanza:2023vee
year = "2023"
}

% November 06, 2023
% November 06, 2023
@article{Heimel:2023ngj,
author = "Heimel, Theo and Huetsch, Nathan and Maltoni, Fabio and Mattelaer, Olivier and Plehn, Tilman and Winterhalder, Ramon",
title = "{The MadNIS Reloaded}",
Expand Down
3 changes: 1 addition & 2 deletions check_inspire.py
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Expand Up @@ -8,13 +8,12 @@
"""

import json
import os
from datetime import date, datetime

# Import the modules to open and reading URLs and the JSON encoder
import requests

import os

starting_point = input("From which date do you want to start? \nFormat is YYYY-MM-DD!\n")
starting_date = date.fromisoformat(starting_point)

Expand Down

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