Literature Search

24 results

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Observation of the Singly Cabibbo-Suppressed Decay

\Lambda_c^{+}\to p\pi^0

BESIII

Collaboration

•

Medina Ablikim
(
- Beijing, Inst. High Energy Phys.
)

et al.

(Oct 17, 2024)

e-Print:
- 2410.13368 [hep-ex]

pdf

reference search2 citations

FAIR Universe HiggsML Uncertainty Challenge Competition

Wahid Bhimji
(
- LBL, Berkeley
)
,
Paolo Calafiura
(
- LBL, Berkeley
)
,
Ragansu Chakkappai
(
- IJCLab, Orsay and
- Unlisted, US, AZ
)
,
Po-Wen Chang
(
- LBL, Berkeley
)
,
Yuan-Tang Chou
(
- Washington U., Seattle
)

et al.

(Oct 3, 2024)

e-Print:
- 2410.02867 [hep-ph]

pdf

reference search2 citations

Review of particle physics

Particle Data Group

•

S. Navas
(
- Granada U., Theor. Phys. Astrophys. and
- CAFPE, Granada
)

et al.

(Aug 1, 2024)

Published in:
- Phys.Rev.D 110 (2024) 3, 030001

DOI

reference search1,157 citations

Application of Decorrelated Machine Learning to Collider Physics

한수빈
(
- IBS, Daejeon and
- Kyung Hee U. and
- Seoul Natl. U.
)

(Aug, 2024)

links

reference search0 citations

Elaborating Higgs to dimuon decay from gluon fusion by decorrelation and jet substructure

(Jun 17, 2024)

e-Print:
- 2406.11961 [hep-ph]

pdf

reference search0 citations

Probing Undiscovered Particles with Theory and Data-Driven Tools

Katherine Fraser
(
- Harvard U.
)

(Apr 23, 2024)

pdf

reference search0 citations

PAIReD jet: A multi-pronged resonance tagging strategy across all Lorentz boosts

(Nov 18, 2023)

Published in:
- JHEP 09 (2024) 128
•
e-Print:
- 2311.11011 [hep-ex]

DOI

reference search2 citations

Designing observables for measurements with deep learning

Owen Long
(
- UC, Riverside
)
,
Benjamin Nachman
(
- LBNL, Berkeley and
- Sao Paulo, IFT and
- UC, Berkeley
)

(Oct 12, 2023)

Published in:
- Eur.Phys.J.C 84 (2024) 8, 776
•
e-Print:
- 2310.08717 [physics.data-an]

DOI

reference search0 citations

Decorrelation using optimal transport

(Jul 11, 2023)

Published in:
- Eur.Phys.J.C 84 (2024) 6, 579
•
e-Print:
- 2307.05187 [hep-ph]

DOI

reference search6 citations

BSM reach of four-top production at the LHC

#10

et al.

(Feb 16, 2023)

Published in:
- Phys.Rev.D 108 (2023) 3, 035001
•
e-Print:
- 2302.08281 [hep-ph]

pdfDOI

reference search11 citations

Domain-adversarial graph neural networks for Λ hyperon identification with CLAS12

#11

Matthew McEneaney
(
- Duke U.
)
,
Anselm Vossen
(
- Duke U. and
- Jefferson Lab
)

(Feb 10, 2023)

Published in:
- JINST 18 (2023) 06, P06002
•
e-Print:
- 2302.05481 [hep-ex]

pdflinksDOI

reference search4 citations

Decorrelation with conditional normalizing flows

#12

Samuel Klein
(
- Geneva U.
)
,
Tobias Golling
(
- Geneva U.
)

(Nov 4, 2022)

e-Print:
- 2211.02486 [hep-ph]

pdf

reference search13 citations

Review of Particle Physics

#13

Particle Data Group

•

R.L. Workman
(
- George Washington U.
)

et al.

(Aug 8, 2022)

Published in:
- PTEP 2022 (2022) 083C01

linksDOI

reference search4,726 citations

Bias and priors in machine learning calibrations for high energy physics

#14

Rikab Gambhir
(
- MIT and
- Harvard U. and
- IAIFI, Cambridge
)
,
Benjamin Nachman
(
- LBNL, Berkeley and
- Sao Paulo, IFT and
- UC, Berkeley
)
,
Jesse Thaler
(
- MIT and
- Harvard U. and
- IAIFI, Cambridge
)

(May 10, 2022)

Published in:
- Phys.Rev.D 106 (2022) 3, 036011
•
e-Print:
- 2205.05084 [hep-ph]

pdfDOI

reference search8 citations

Holistic approach to predicting top quark kinematic properties with the covariant particle transformer

#15

Shikai Qiu
(
- UC, Berkeley
)
,
Shuo Han
(
- LBL, Berkeley
)
,
Xiangyang Ju
(
- LBL, Berkeley
)
,
Benjamin Nachman
(
- LBL, Berkeley and
- UC, Berkeley
)
,
Haichen Wang
(
- UC, Berkeley and
- LBL, Berkeley
)

(Mar 10, 2022)

Published in:
- Phys.Rev.D 107 (2023) 11, 114029
•
e-Print:
- 2203.05687 [hep-ph]

pdfDOI

reference search25 citations

Deeply learned preselection of Higgs dijet decays at future lepton colliders

#16

So Chigusa
(
- UC, Berkeley and
- LBL, Berkeley and
- KEK, Tsukuba
)
,
Shu Li
(
- Tsung-Dao Lee Inst., Shanghai and
- Shanghai Jiaotong U. and
- Peking U., CHEP and
- Unlisted, CN
)
,
Yuichiro Nakai
(
- Tsung-Dao Lee Inst., Shanghai and
- Shanghai Jiaotong U.
)
,
Wenxing Zhang
(
- Tsung-Dao Lee Inst., Shanghai and
- Shanghai Jiaotong U.
)
,
Yufei Zhang
(
- Tsung-Dao Lee Inst., Shanghai and
- Shanghai Jiaotong U.
)

et al.

(Feb 5, 2022)

Published in:
- Phys.Lett.B 833 (2022) 137301
•
e-Print:
- 2202.02534 [hep-ph]

pdfDOI

reference search7 citations

Machine Learning in the Search for New Fundamental Physics

#17

Georgia Karagiorgi
(
- Columbia U.
)
,
Gregor Kasieczka
(
- Hamburg U.
)
,
Scott Kravitz
(
- LBNL, Berkeley
)
,
Benjamin Nachman
(
- LBNL, Berkeley and
- UC, Berkeley
)
,
David Shih
(
- Rutgers U., Piscataway
)

(Dec 7, 2021)

e-Print:
- 2112.03769 [hep-ph]

pdf

reference search77 citations

Metalearning and data augmentation for mass-generalized jet taggers

#18

(Nov 10, 2021)

Published in:
- Phys.Rev.D 105 (2022) 9, 094030
•
e-Print:
- 2111.06047 [hep-ph]

pdfDOI

reference search8 citations

A cautionary tale of decorrelating theory uncertainties

#19

Aishik Ghosh
(
- UC, Irvine and
- LBNL, Berkeley
)
,
Benjamin Nachman
(
- LBNL, Berkeley and
- UC, Berkeley
)

(Sep 16, 2021)

Published in:
- Eur.Phys.J.C 82 (2022) 1, 46
•
e-Print:
- 2109.08159 [hep-ph]

DOI

reference search27 citations

The Gravitational-wave physics II: Progress

#20

et al.

(Jun 17, 2021)

Published in:
- Sci.China Phys.Mech.Astron. 64 (2021) 12, 120401,
- Sci.China Phys.Mech.Astron. 64 (2021) 120401
•
e-Print:
- 2106.10235 [gr-qc]

pdfDOI

reference search84 citations

Uncertainty-aware machine learning for high energy physics

#21

Aishik Ghosh
(
- UC, Irvine and
- LBL, Berkeley
)
,
Benjamin Nachman
(
- LBL, Berkeley and
- UC, Berkeley, Miller Inst.
)
,
Daniel Whiteson
(
- UC, Irvine
)

(May 18, 2021)

Published in:
- Phys.Rev.D 104 (2021) 5, 056026
•
e-Print:
- 2105.08742 [physics.data-an]

pdfDOI

reference search47 citations

Comparing weak- and unsupervised methods for resonant anomaly detection

#22

Jack H. Collins
(
- SLAC
)
,
Pablo Martín-Ramiro
(
- Madrid, IFT and
- LBL, Berkeley
)
,
Benjamin Nachman
(
- LBL, Berkeley and
- UC, Berkeley, Miller Inst.
)
,
David Shih
(
- Rutgers U., Piscataway
)

(Apr 5, 2021)

Published in:
- Eur.Phys.J.C 81 (2021) 7, 617
•
e-Print:
- 2104.02092 [hep-ph]

DOI

reference search52 citations

Combine and Conquer: Event Reconstruction with Bayesian Ensemble Neural Networks

#23

Jack Y. Araz
(
- Durham U., IPPP
)
,
Michael Spannowsky
(
- Durham U., IPPP
)

(Feb 1, 2021)

Published in:
- JHEP 04 (2021) 296
•
e-Print:
- 2102.01078 [hep-ph]

DOI

reference search28 citations

Anomaly Detection for Physics Analysis and Less than Supervised Learning

#24

Benjamin Nachman
(
- LBNL, Berkeley and
- UC, Berkeley (main)
)

(Oct 27, 2020)

e-Print:
- 2010.14554 [hep-ph]

pdf

reference search24 citations

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