-
Notifications
You must be signed in to change notification settings - Fork 128
Expand file tree
/
Copy pathHEPML.bib
More file actions
27774 lines (25961 loc) · 879 KB
/
HEPML.bib
File metadata and controls
27774 lines (25961 loc) · 879 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
# HEPML Papers
% November 11, 2025
@article{Gavranovic:2025wcj,
author = "Gavranovi{\v{c}}, Jan and {\v{C}}ali{\'c}, Lara and Debevc, Jernej and Lytken, Else and Ker{\v{s}}evan, Borut Paul",
title = "{Neural Fake Factor Estimation Using Data-Based Inference}",
eprint = "2511.06972",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "11",
year = "2025"
}
% November 11, 2025
@article{Kim:2025aln,
author = "Kim, Sejin",
title = "{Learning the Inverse Ryu--Takayanagi Formula with Transformers}",
eprint = "2511.06387",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "11",
year = "2025"
}
% November 11, 2025
@article{Hawks:2025amo,
author = "Hawks, Benjamin G. and others",
title = "{wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation}",
eprint = "2511.05615",
archivePrefix = "arXiv",
primaryClass = "cs.LG",
reportNumber = "FERMILAB-POSTER-25-0221-CSAID, FERMILAB-PUB-25-0359-CSAID",
month = "11",
year = "2025"
}
% November 10, 2025
@article{Das:2025ohw,
author = "Das, Akash and Nayak, Satya Ranjan and Singh, B. K.",
title = "{Physics-informed neural network (PINN) modeling of charged particle multiplicity using the two-component framework in heavy-ion collisions: A comparison with data-driven neural networks}",
eprint = "2511.05186",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "11",
year = "2025"
}
% November 10, 2025
@article{CMS:2025kgf,
author = "{CMS Collaboration}",
title = "{Identification of tau leptons using a convolutional neural network with domain adaptation}",
eprint = "2511.05468",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-TAU-24-001, CERN-EP-2025-233",
month = "11",
year = "2025"
}
% November 10, 2025
@article{Heine:2025xit,
author = {Heine, Greta and Mayer, Fabio and Neu, Marc and Becker, J{\"u}rgen and Ferber, Torben},
title = "{Hardware-Accelerated GNN-based Hit Filtering for the Belle II Level-1 Trigger}",
eprint = "2511.04731",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
reportNumber = "BELLE2-PROC-2025-041",
month = "11",
year = "2025"
}
% November 07, 2025
@article{Wu:2025kqh,
author = "Wu, Yilun and Yi and Chen and Velkovska, Julia",
title = "{Validating a Machine Learning Approach to Identify Quenched Jets in Heavy-Ion Collisions}",
eprint = "2511.04005",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "11",
year = "2025"
}
% November 07, 2025
@article{Williams:2025aar,
author = "Williams, Michael J.",
title = "{Accelerated Sequential Posterior Inference via Reuse for Gravitational-Wave Analyses}",
eprint = "2511.04218",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "LIGO-P2500623",
month = "11",
year = "2025"
}
% November 07, 2025
@article{Heyer:2025cpw,
author = {Heyer, Nils and Glaser, Christian and Gl{\"u}senkamp, Thorsten and Ravn, Martin},
title = "{Event Reconstruction for Radio-Based In-Ice Neutrino Detectors with Neural Posterior Estimation}",
eprint = "2511.03910",
archivePrefix = "arXiv",
primaryClass = "astro-ph.IM",
month = "11",
year = "2025"
}
% November 06, 2025
@article{Duboeuf:2025inv,
author = "Duboeuf, Bastien and Eloy, Camille and Larios, Gabriel",
title = "{Machine Learning the Conformal Manifold of Holographic CFT$_{2}$s}",
eprint = "2511.02981",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "11",
year = "2025"
}
% November 05, 2025
@article{Hebbar:2025adf,
author = "Hebbar, Pradyun and Madula, Thandikire and Mikuni, Vinicius and Nachman, Benjamin and Outmezguine, Nadav and Savoray, Inbar",
title = "{SEAL - A Symmetry EncourAging Loss for High Energy Physics}",
eprint = "2511.01982",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "11",
year = "2025"
}
% November 05, 2025
@article{Costache:2025bjc,
author = "Costache, Daniel C. and Alexa, Calin and Dinu, Ioan M. and Duminica, Ioana and Filip, Matei S. and Majeri, Gabriel C.",
title = "{Observability of an ultraheavy diquark decaying into vectorlike quarks at the LHC}",
eprint = "2511.02474",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "IFIN-DFPE-25-0601",
month = "11",
year = "2025"
}
% November 05, 2025
@inproceedings{Mazurek:2025isd,
author = "Mazurek, Micha{\l}",
title = "{Machine learning in LHCb Simulation: From fast to flash}",
booktitle = "{13th Large Hadron Collider Physics Conference}",
eprint = "2511.02020",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "LHCb-PROC-2025-004",
month = "11",
year = "2025"
}
% November 05, 2025
@article{Li:2025djo,
author = "Li, Ivy and Gaemers, Peter and Qin, Juehang and Bruckner, Naija and Arthurs, Maris and Monzani, Maria Elena and Tunnell, Christopher",
title = "{Physics-informed continuous normalizing flows to learn the electric field within a time-projection chamber}",
eprint = "2511.01897",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "11",
year = "2025"
}
% November 05, 2025
@article{Gerlach:2025afr,
author = "Gerlach, Lino and Kauffman, Elliott and V{\r{a}}ge, Liv Helen and Ojalvo, Isobel",
title = "{Rapid Inference of Logic Gate Neural Networks for Anomaly Detection in High Energy Physics}",
eprint = "2511.01908",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "11",
year = "2025"
}
% November 05, 2025
@article{Lee:2025fcj,
author = "Lee, Donghee and Lee, Hye-Sung and Yi, Jaeok",
title = "{Bulk-boundary decomposition of neural networks}",
eprint = "2511.02003",
archivePrefix = "arXiv",
primaryClass = "cs.LG",
month = "11",
year = "2025"
}
% November 04, 2025
@article{Pandurovic:2025hmm,
author = "Pandurovi{\'c}, M.",
title = "{Prospects for Measuring the Higgs Boson Decay to $WW^{*}$ in Fully Hadronic Final States at the ILC Using Multivariate Techniques}",
eprint = "2511.01007",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "11",
year = "2025"
}
% November 04, 2025
@article{Simhon:2025twq,
author = "Simhon, Yoav and Segal, Alex and Amrani, Ofer and Etzion, Erez",
title = "{From Light to Energy: Machine Learning Algorithms for Position and Energy Deposition Estimation in Scintillator-SiPM detectors}",
eprint = "2511.00499",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "11",
year = "2025"
}
% November 04, 2025
@article{Buss:2025kiu,
author = {Buss, Thorsten and Day-Hall, Henry and Gaede, Frank and Kasieczka, Gregor and Kr{\"u}ger, Katja and Korol, Anatolii and Madlener, Thomas and McKeown, Peter and Mozzanica, Martina and Valente, Lorenzo},
title = "{CaloClouds3: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation}",
eprint = "2511.01460",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
reportNumber = "DESY-25-148",
month = "11",
year = "2025"
}
% November 04, 2025
@article{Flek:2025srm,
author = "Flek, Lucie and others",
title = "{MiniFool -- Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks}",
eprint = "2511.01352",
archivePrefix = "arXiv",
primaryClass = "cs.LG",
month = "11",
year = "2025"
}
% November 03, 2025
@article{Goncalves:2025asw,
author = "Gon{\c{c}}alves, Jo{\~a}o A.",
title = "{All is More: Energy Flow Networks for Jet Quenching}",
eprint = "2510.26879",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 31, 2025
@article{Vega:2025hgz,
author = "Vega, Octavio and Komijani, Javad and El-Khadra, Aida and Marinkovic, Marina",
title = "{Group-Equivariant Diffusion Models for Lattice Field Theory}",
eprint = "2510.26081",
archivePrefix = "arXiv",
primaryClass = "hep-lat",
month = "10",
year = "2025"
}
% October 30, 2025
@article{Bonanno:2025pdp,
author = "Bonanno, Claudio and Bulgarelli, Andrea and Cellini, Elia and Nada, Alessandro and Panfalone, Dario and Vadacchino, Davide and Verzichelli, Lorenzo",
title = "{Scaling flow-based approaches for topology sampling in $\mathrm{SU}(3)$ gauge theory}",
eprint = "2510.25704",
archivePrefix = "arXiv",
primaryClass = "hep-lat",
month = "10",
year = "2025"
}
% October 30, 2025
@article{Laatu:2025xsw,
author = "Laatu, Lauri and Sun, Chang and Cox, Arianna and Gandrakota, Abhijith and Maier, Benedikt and Ngadiuba, Jennifer and Que, Zhiqiang and Luk, Wayne and Spiropulu, Maria and Tapper, Alexander",
title = "{Sub-microsecond Transformers for Jet Tagging on FPGAs}",
eprint = "2510.24784",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
reportNumber = "FERMILAB-PUB-25-0779-CMS-LDRD",
month = "10",
year = "2025"
}
% October 30, 2025
@article{CarmoTerin:2025pvs,
author = "Carmo Terin, Rodrigo",
title = "{Spectral functions in Minkowski quantum electrodynamics from neural reconstruction: Benchmarking against dispersive Dyson--Schwinger integral equations}",
eprint = "2510.24728",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 30, 2025
@article{Giarnetti:2025mit,
author = "Giarnetti, A. and Meloni, D.",
title = "{Reinforcement Learning techniques for the flavor problem in particle physics}",
eprint = "2510.25495",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 30, 2025
@article{Bhat:2025wam,
author = "Bhat, Avinay and Jung, Mun Jung and Putnam, Gray and Yu, Haiwang",
title = "{DNN-based Signal Processing for Liquid Argon Time Projection Chambers}",
eprint = "2510.24786",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
reportNumber = "FERMILAB-CONF-25-0774-PPD",
month = "10",
year = "2025"
}
% October 29, 2025
@article{Bhimji:2025isp,
author = "Bhimji, Wahid and Harris, Chris and Mikuni, Vinicius and Nachman, Benjamin",
title = "{OmniLearned: A Foundation Model Framework for All Tasks Involving Jet Physics}",
eprint = "2510.24066",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 29, 2025
@article{Dong:2025exu,
author = "Dong, Yabo and Ruan, Manqi and Wang, Kun and Yang, Haijun and Zhu, Jingya",
title = "{Prospects for a 95 GeV Higgs Boson at Future Higgs Factories with Transformer Networks}",
eprint = "2510.24662",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 29, 2025
@article{Guo:2025zpk,
author = "Guo, Xiaoran and Gao, Fei and Li, Kaihang and Lin, Qing and Liu, Jiajun and Tong, Lijun and Xiao, Xiang and Xie, Lingfeng and Zhao, Yifei",
title = "{A Domain Adaptive Position Reconstruction Method for Time Projection Chamber based on Deep Neural Network}",
eprint = "2510.24329",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "10",
year = "2025"
}
% October 29, 2025
@article{Li:2025jkm,
author = "Li, Zeyu and Zhu, Guorui and He, Wenjie and Feng, Bo and Chen, Jiaqi and Luo, Ming-xing and Yang, Gang",
title = "{AI for Pattern Hunter: Application in Wilson Loop of 2D Lattice Yang-Mills Theory}",
eprint = "2510.24494",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "10",
year = "2025"
}
% October 29, 2025
@article{Jang:2025guj,
author = "Jang, Hangil and Lim, Sanghoon",
title = "{Exploring an image-based $b$-jet tagging method using convolution neural networks}",
eprint = "2510.23962",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
doi = "10.1007/s40042-025-01506-3",
month = "10",
year = "2025"
}
% October 29, 2025
@article{Wang:2025dky,
author = "Wang, Aaron and Zhao, Zihan and Katel, Subash and Sahu, Vivekanand Gyanchand and Khoda, Elham E. and Gandrakota, Abhijith and Ngadiuba, Jennifer and Cavanaugh, Richard and Duarte, Javier",
title = "{Spatially Aware Linear Transformer (SAL-T) for Particle Jet Tagging}",
eprint = "2510.23641",
archivePrefix = "arXiv",
primaryClass = "cs.LG",
reportNumber = "FERMILAB-PUB-25-0778-LDRD-PPD",
month = "10",
year = "2025"
}
% October 28, 2025
@article{Electron-PositronAlliance:2025hze,
author = "{Electron-Positron Alliance Collaboration}",
title = "{Unbinned measurement of thrust in $e^+e^-$ collisions at $\sqrt{s}$ = 91.2 GeV with ALEPH archived data}",
eprint = "2510.22038",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "10",
year = "2025"
}
% October 24, 2025
@article{Petitjean:2025tgk,
author = "Petitjean, Antoine and Butter, Anja and Greif, Kevin and Palacios Schweitzer, Sofia and Plehn, Tilman and Spinner, Jonas and Whiteson, Daniel",
title = "{Generative Unfolding of Jets and Their Substructure}",
eprint = "2510.19906",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 24, 2025
@article{AbdusSalam:2025the,
author = "AbdusSalam, Shehu and Abel, Steven and Bartlett, Deaglan and Crispim Rom{\~a}o, Miguel",
title = "{Symbolic Regression and Differentiable Fits in Beyond the Standard Model Physics}",
eprint = "2510.20453",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "IPPP/25/71",
doi = "10.1098/rsta.2024.0593",
month = "10",
year = "2025"
}
% October 23, 2025
@article{CMS:2025tre,
author = "{CMS Collaboration}",
title = "{Observation of tWZ production at the CMS experiment}",
eprint = "2510.19080",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-TOP-24-009, CERN-EP-2025-205",
month = "10",
year = "2025"
}
% October 22, 2025
@article{Bal:2025yxb,
author = "Bal, Aritra and Klute, Markus and Maier, Benedikt and Oughton, Melik and Pezone, Eric and Spannowsky, Michael",
title = "{QINNs: Quantum-Informed Neural Networks}",
eprint = "2510.17984",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "IPPP/25/60",
month = "10",
year = "2025"
}
% October 21, 2025
@article{Fernando:2025xzv,
author = "Fernando, I. P. and Keller, D.",
title = "{Deep Neural Network extraction of Unpolarized Transverse Momentum Distributions}",
eprint = "2510.17243",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 21, 2025
@inproceedings{Mir:2025wxg,
author = "Mir, Alejandro and Alda, Jorge and Penaranda, Siannah",
title = "{B-Meson Anomalies: Effective Field Theory Meets Machine Learning}",
eprint = "2510.17742",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 21, 2025
@article{Cazzaniga:2025piw,
author = "Cazzaniga, Cesare and de Cosa, Annapaola and Kahlhoefer, Felix and Maria, Andrea S. and Seidita, Roberto and Sitti, Emre",
title = "{Probing the Higgs Portal to a Strongly-Interacting Dark Sector at the FCC-ee}",
eprint = "2510.17675",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "P3H-25-077, TTP25-036",
month = "10",
year = "2025"
}
% October 20, 2025
@article{Liu:2025kfw,
author = "Liu, Bing-Xuan and Shen, Yu-Xuan and Sui, Yuan-Shun-Zi",
title = "{Enhancing di-jet resonance searches via a final-state radiation jet tagging algorithm}",
eprint = "2510.15151",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 20, 2025
@article{Gerlach:2025brx,
author = "Gerlach, Lino and Kauffman, Elliott and Mallampalli, Abhishikth",
title = "{Evaluation of Novel Fast Machine Learning Algorithms for Knowledge-Distillation-Based Anomaly Detection at CMS}",
eprint = "2510.15672",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "10",
year = "2025"
}
% October 17, 2025
@article{Thallapalli:2025ect,
author = "Thallapalli, T. and Alpana, A. and Iyer, A. M. and Sharma, S.",
title = "{An insight into the rare $Z\rightarrow b \bar{b}γ$ at the HL-LHC}",
eprint = "2510.14597",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 17, 2025
@article{Maier:2025ppr,
author = "Maier, Benedikt and Spannowsky, Michael and Williams, Simon",
title = "{Continuous-variable photonic quantum extreme learning machines for fast collider-data selection}",
eprint = "2510.13994",
archivePrefix = "arXiv",
primaryClass = "quant-ph",
reportNumber = "IPPP/25/63",
month = "10",
year = "2025"
}
% October 14, 2025
@article{Liu:2025tje,
author = "Liu, Yuanche and Xu, Yingxuan and Zhang, Yang",
title = "{Uncovering Singularities in Feynman Integrals via Machine Learning}",
eprint = "2510.10099",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "USTC-ICTS/PCFT-25-40, P3H-25-073, TTP25-034",
month = "10",
year = "2025"
}
% October 14, 2025
@article{Bian:2025yfj,
author = "Bian, Ligong and Wang, Hongxin and Xiao, Yang and Yang, Ji-Chong and Yang, Jin Min and Zhang, Yang",
title = "{Enhancing Phase Transition Calculations with Fitting and Neural Network}",
eprint = "2510.10667",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 14, 2025
@article{Abasov:2025pwb,
author = "Abasov, E. and Dudko, L. and Iudin, E. and Markina, A. and Volkov, P. and Vorotnikov, G. and Perfilov, M. and Zaborenko, A.",
title = "{Applying Normalizing Flows for spin correlations reconstruction in associated top-quark pair and dark matter production}",
eprint = "2510.11644",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 14, 2025
@article{CMS:2025kje,
author = "{CMS Collaboration}",
title = "{Performance of heavy-flavour jet identification in Lorentz-boosted topologies in proton-proton collisions at $\sqrt{s}$ = 13 TeV}",
eprint = "2510.10228",
journal="JINST",
volume="20",
pages="P11006",
doi="10.1088/1748-0221/20/11/P11006",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
reportNumber = "CMS-BTV-22-001, CERN-EP-2025-161",
month = "10",
year = "2025"
}
% October 14, 2025
@article{Aad:2025iuo,
author = "Aad, Georges and Bertrand, Raphael and Laatu, Lauri and Monnier, Emmanuel and Straessner, Arno and Sur, Nairit and Voigt, Johann C.",
title = "{Optimised neural networks for online processing of ATLAS calorimeter data on FPGAs}",
eprint = "2510.11469",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "10",
year = "2025"
}
% October 14, 2025
@article{Zhao:2025gkk,
author = "Zhao, Guang and others",
title = "{dN/dx Reconstruction with Deep Learning for High-Granularity TPCs}",
eprint = "2510.10628",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "10",
year = "2025"
}
% October 14, 2025
@inproceedings{Robles:2025bcr,
author = "Robles, Edgar E. and Sagar, Dikshant and Yankelevich, Alejandro and Bian, Jianming and Baldi, Pierre",
title = "{Heterogeneous Point Set Transformers for Segmentation of Multiple View Particle Detectors}",
booktitle = "{39th Annual Conference on Neural Information Processing Systems}: {Includes Machine Learning and the Physical Sciences (ML4PS)}",
eprint = "2510.09659",
archivePrefix = "arXiv",
primaryClass = "cs.LG",
reportNumber = "FERMILAB-CONF-25-0720-PPD",
month = "10",
year = "2025"
}
% October 10, 2025
@inproceedings{Tame-Narvaez:2025pwg,
author = "Tame-Narvaez, Karla and {\'C}iprijanovi{\'c}, Aleksandra and Gardiner, Steven and Cerati, Giuseppe",
title = "{Simulation-based inference for neutrino interaction model parameter tuning}",
booktitle = "{39th Annual Conference on Neural Information Processing Systems}: {Includes Machine Learning and the Physical Sciences (ML4PS)}",
eprint = "2510.07454",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "FERMILAB-CONF-25-0614-CSAID-PPD-T",
month = "10",
year = "2025"
}
% October 10, 2025
@inproceedings{Govil:2025nvy,
author = "Govil, Shitij and others",
title = "{Locality-Sensitive Hashing-Based Efficient Point Transformer for Charged Particle Reconstruction}",
booktitle = "{39th Annual Conference on Neural Information Processing Systems}: {Includes Machine Learning and the Physical Sciences (ML4PS)}",
eprint = "2510.07594",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "10",
year = "2025"
}
% October 10, 2025
@article{Soybelman:2025oea,
author = "Soybelman, Nathalie and Di Bello, Francesco A. and Kakati, Nilotpal and Gross, Eilam",
title = "{TIGER: A Topology-Agnostic, Hierarchical Graph Network for Event Reconstruction}",
eprint = "2510.08162",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "10",
year = "2025"
}
% October 10, 2025
@article{Parpillon:2025tlm,
author = "Parpillon, Benjamin and others",
title = "{In-pixel integration of signal processing and AI/ML based data filtering for particle tracking detectors}",
eprint = "2510.07485",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "10",
year = "2025"
}
% October 10, 2025
@article{Song:2025odk,
author = "Song, Zhuo-Yang and others",
title = "{Iterated Agent for Symbolic Regression}",
eprint = "2510.08317",
archivePrefix = "arXiv",
primaryClass = "physics.comp-ph",
month = "10",
year = "2025"
}
% October 09, 2025
@article{GarciaCaffaro:2025gkm,
author = "Garcia Caffaro, Arianna and Moult, Ian and Shimmin, Chase",
title = "{Energy-Energy Flow Networks}",
eprint = "2510.06314",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 09, 2025
@inproceedings{Zhang:2025wqc,
author = "Zhang, Jing-Zong and Guo, Shuang and Zhu, Li-Lin and Wang, Lingxiao and Ma, Guo-Liang",
title = "{Latent Representation Learning in Heavy-Ion Collisions with MaskPoint Transformer}",
booktitle = "{39th Annual Conference on Neural Information Processing Systems}: {Includes Machine Learning and the Physical Sciences (ML4PS)}",
eprint = "2510.06691",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "RIKEN-iTHEMS-Report-25",
month = "10",
year = "2025"
}
% October 09, 2025
@article{Shekar:2025nun,
author = "Shekar, Danush and others",
title = "{Sensor Co-design for $\textit{smartpixels}$}",
eprint = "2510.06588",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
reportNumber = "FERMILAB-PUB-25-0708-CMS-ETD",
month = "10",
year = "2025"
}
% October 07, 2025
@article{Morales-Alvarado:2025isx,
author = "Morales-Alvarado, Manuel",
title = "{Foundation models for equation discovery in high energy physics}",
eprint = "2510.03397",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 07, 2025
@article{Muhammad:2025ovt,
author = "Muhammad, Alibordi",
title = "{Curvature-Aware Deep Learning for Vector Boson Fusion: Differential Geometry, Physics-Inspired Features, and Quantum Method Limitations}",
eprint = "2510.04887",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 06, 2025
@article{Boto:2025ovp,
author = "Boto, Rafael and Matos, Jo{\~a}o A. C. and Rom{\~a}o, Jorge C. and Silva, Jo{\~a}o P.",
title = "{Surveying the complex three Higgs doublet model with Machine Learning}",
eprint = "2510.02445",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 06, 2025
@article{Liu:2025iup,
author = "Liu, Y. -X. and others",
title = "{Development of Deep Neural Network First-Level Hardware Track Trigger for the Belle II Experiment}",
eprint = "2510.02762",
archivePrefix = "arXiv",
primaryClass = "physics.ins-det",
month = "10",
year = "2025"
}
% October 06, 2025
@article{Bakshi:2025fgx,
author = "Bakshi, S. D. and others",
title = "{ArgoLOOM: agentic AI for fundamental physics from quarks to cosmos}",
eprint = "2510.02426",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "ANL-199516",
month = "10",
year = "2025"
}
% October 03, 2025
@article{Chiang:2025ecn,
author = "Chiang, Cheng-Wei and Hsieh, Feng-Yang and Hsu, Shih-Chieh and Low, Ian and Li, Zhi-Zhong",
title = "{Enhancing the Sensitivity for Triple Higgs Boson Searches with Deep Learning Techniques}",
eprint = "2510.01672",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 03, 2025
@article{Yu:2025etb,
author = {Yu, Felix J. and Kamp, Nicholas and Arg{\"u}elles, Carlos A.},
title = "{Reducing Simulation Dependence in Neutrino Telescopes with Masked Point Modeling}",
eprint = "2510.01733",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
doi = "10.22323/1.501.1218",
journal = "PoS",
volume = "ICRC2025",
pages = "1218",
year = "2025"
}
% October 03, 2025
@inproceedings{Cuisset:2025ids,
author = "Cuisset, Th{\'e}o",
title = "{Machine Learning for Event Reconstruction in the CMS Phase-2 High Granularity Calorimeter Endcap}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2510.01851",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS CR-2025/168",
month = "10",
year = "2025"
}
% October 03, 2025
@article{CMS:2025lmn,
author = "{CMS Collaboration}",
title = "{Wasserstein normalized autoencoder for anomaly detection}",
eprint = "2510.02168",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "CMS-MLG-24-002, CERN-EP-2025-209",
month = "10",
year = "2025"
}
% October 03, 2025
@article{Sazzad:2025own,
author = "Sazzad, A. B. M. Rafi and others",
title = "{Predicting the single-site and multi-site event discrimination power of dual-phase time projection chambers}",
eprint = "2510.02258",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
reportNumber = "LLNL-JRNL-2011380",
month = "10",
year = "2025"
}
% October 03, 2025
@article{Aarts:2025lpi,
author = "Aarts, Gert and Habibi, Diaa E. and Wang, Lingxiao and Zhou, Kai",
title = "{Combining complex Langevin dynamics with score-based and energy-based diffusion models}",
eprint = "2510.01328",
archivePrefix = "arXiv",
primaryClass = "hep-lat",
reportNumber = "RIKEN-iTHEMS-Report-25",
month = "10",
year = "2025"
}
% October 03, 2025
@article{Balassa:2025bgt,
author = "Balassa, Gabor",
title = "{Addressing the sign-problem in Euclidean path integrals with radial basis function neural networks}",
eprint = "2510.01695",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "10",
year = "2025"
}
% October 01, 2025
@inproceedings{BarreraCabodevila:2025iwr,
author = "Barrera Cabodevila, Sergio and Kurkela, Aleksi and Lindenbauer, Florian",
title = "{Machine learning approach to QCD kinetic theory}",
booktitle = "{31st International Conference on Ultra-relativistic Nucleus-Nucleus Collisions}",
eprint = "2509.26374",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
reportNumber = "MIT-CTP/5932",
month = "9",
year = "2025"
}
% October 01, 2025
@article{Blankestijn:2025hvg,
author = "Blankestijn, Arjan and Odyurt, Uraz and Yousefzadeh, Amirreza",
title = "{TrackCore-F: Deploying Transformer-Based Subatomic Particle Tracking on FPGAs}",
eprint = "2509.26335",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% October 01, 2025
@inproceedings{Borsato:2025nng,
author = "Borsato, Martino and Lagan{\`a}, Giovanni and Martinelli, Maurizio",
title = "{Rings of Light, Speed of AI: YOLO for Cherenkov Reconstruction}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2509.26273",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% October 01, 2025
@inproceedings{Errico:2025ucp,
author = "Errico, Martino and Fiacco, Davide and Giagu, Stefano and Gustavino, Giuliano and Ippolito, Valerio and Russo, Graziella",
title = "{Graph Neural Network Acceleration on FPGAs for Fast Inference in Future Muon Triggers at HL-LHC}",
eprint = "2509.26419",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% October 01, 2025
@article{Caron:2025yaa,
author = "Caron, Sascha and Dobreva, Nadezhda and Kimpel, Maarten and Odyurt, Uraz and Pshenov, Slav and Bazan, Roberto Ruiz de Austri and Shalugin, Eugene and Wolffs, Zef and Zhao, Yue",
title = "{TrackFormers Part 2: Enhanced Transformer-Based Models for High-Energy Physics Track Reconstruction}",
eprint = "2509.26411",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% October 01, 2025
@article{Deb:2025kwx,
author = "Deb, Anirudh and Sanghavi, Yaman",
title = "{Aspects of holographic entanglement using physics-informed-neural-networks}",
eprint = "2509.25311",
archivePrefix = "arXiv",
primaryClass = "hep-th",
reportNumber = "YITP-SB-2025-18",
month = "9",
year = "2025"
}
% October 01, 2025
@inproceedings{Visive:2025flm,
author = "Visive, Ambre and Moskvitina, Polina and Nellist, Clara and de Austri, Roberto Ruiz and Caron, Sascha",
title = "{Event Tokenization and Next-Token Prediction for Anomaly Detection at the Large Hadron Collider}",
eprint = "2509.26218",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% October 01, 2025
@inproceedings{Allaire:2025rvo,
author = "Allaire, Corentin and Maiboroda, Vera and Rousseau, David",
title = "{Interdisciplinary Digital Twin Engine InterTwin for calorimeter simulation}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2509.26527",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% September 30, 2025
@inproceedings{Jurciukonis:2025sht,
author = "Jur{\v{c}}iukonis, Darius",
title = "{Applications of Machine Learning in Constraining Multi-Scalar Models}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2509.24092",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "9",
year = "2025"
}
% September 30, 2025
@inproceedings{Favaro:2025ift,
author = "Favaro, Luigi and Giammanco, Andrea and Krause, Claudius",
title = "{Fast, accurate, and precise detector simulation with vision transformers}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2509.25169",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "9",
year = "2025"
}
% September 30, 2025
@inproceedings{Leguina:2025suh,
author = "Leguina, Pelayo and Folgueras, Santiago and Cardini, Andrea and Aller, Elena",
title = "{Using AI on FPGAs for the CMS Overlap Muon Track Finder for the HL-LHC}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2509.23347",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% September 30, 2025
@inproceedings{Schaefer:2025moh,
author = "{CMS Collaboration}",
title = "{Advancing the CMS Level-1 Trigger: Jet Tagging with DeepSets at the HL-LHC}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2509.24371",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% September 30, 2025
@inproceedings{DAvanzo:2025tkf,
author = "{ATLAS Collaboration}",
title = "{Unsupervised Machine Learning for Anomaly Detection in LHC Collider Searches}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2509.24723",
archivePrefix = "arXiv",
primaryClass = "hep-ex",
month = "9",
year = "2025"
}
% September 29, 2025
@inproceedings{Hallin:2025ywf,
author = "Hallin, Anna",
title = "{Foundation models for high-energy physics}",
booktitle = "{2nd European AI for Fundamental Physics Conference}",
eprint = "2509.21434",
archivePrefix = "arXiv",
primaryClass = "hep-ph",
month = "9",
year = "2025"
}