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	Citeable	Published
Papers	97	38
Citations	12,338	9,794
h-index	37	29
Citations/paper (avg)	127.2	257.7

Citeable

Published

Self-Supervised Learning Strategies for Jet Physics

Patrick Rieck
(
- New York U.
)
,
Kyle Cranmer
(
- U. Wisconsin, Madison (main)
)
,
Etienne Dreyer
(
- Weizmann Inst.
)
,
Eilam Gross
(
- Weizmann Inst.
)
,
Nilotpal Kakati
(
- Weizmann Inst.
)

et al.

(Mar 14, 2025)

e-Print:
- 2503.11632 [hep-ph]

pdf

reference search0 citations

Recurrent Features of Amplitudes in Planar

\mathcal{N}=4

Super Yang-Mills Theory

Tianji Cai
(
- SLAC
)
,
François Charton
(
- Darmstadt, GSI and
- Paris, Ecole Natl. Ponts, Chaussees
)
,
Kyle Cranmer
(
- Wisconsin U., Madison
)
,
Lance J. Dixon
(
- SLAC
)
,
Garrett W. Merz
(
- Wisconsin U., Madison
)

et al.

(Jan 10, 2025)

e-Print:
- 2501.05743 [hep-th]

pdf

reference search0 citations

Neural Quasiprobabilistic Likelihood Ratio Estimation with Negatively Weighted Data

(Oct 14, 2024)

e-Print:
- 2410.10216 [stat.ML]

pdf

reference search3 citations

Transforming the bootstrap: using transformers to compute scattering amplitudes in planar

\mathcal{N} = 4

super Yang–Mills theory

Tianji Cai
(
- SLAC
)
,
Garrett W. Merz
(
- Wisconsin U., Madison
)
,
François Charton
(
- U. Paris-Saclay
)
,
Niklas Nolte
(
- U. Paris-Saclay
)
,
Matthias Wilhelm
(
- Bohr Inst.
)

et al.

(May 9, 2024)

Published in:
- Mach.Learn.Sci.Tech. 5 (2024) 3, 035073
•
e-Print:
- 2405.06107 [cs.LG]

DOI

reference search12 citations

Efficient Search for New Physics Using Active Learning in the ATLAS Experiment

ATLAS Computing Activity

Collaboration

•

Zubair Bhatti
(
- New York U.
)

et al.

(May 6, 2024)

Published in:
- EPJ Web Conf. 295 (2024) 09013
•
Contribution to:
- CHEP 2023

pdfDOI

reference search0 citations

Robust anomaly detection for particle physics using multi-background representation learning

Abhijith Gandrakota
(
- Fermilab
)
,
Lily H. Zhang
(
- New York U., Courant Inst. and
- Rochester U.
)
,
Aahlad Puli
(
- New York U., Courant Inst. and
- Rochester U.
)
,
Kyle Cranmer
(
- Wisconsin U., Madison
)
,
Jennifer Ngadiuba
(
- Fermilab
)

et al.

(Jan 16, 2024)

Published in:
- Mach.Learn.Sci.Tech. 5 (2024) 3, 035082
•
e-Print:
- 2401.08777 [hep-ex]

linksDOI

reference search2 citations

Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics

Kyle Cranmer
(
- Wisconsin U., Madison
)
,
Gurtej Kanwar
(
- Bern U.
)
,
Sébastien Racanière
(
- Unlisted, UK
)
,
Danilo J. Rezende
(
- Unlisted, UK
)
,
Phiala E. Shanahan
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge
)

(Aug 4, 2023)

Published in:
- Nature Rev.Phys. 5 (2023) 9, 526-535
•
e-Print:
- 2309.01156 [hep-lat]

pdfDOI

reference search30 citations

Scaling MadMiner with a deployment on REANA

Irina Espejo
(
- New York U.
)
,
Sinclert Perez
,
Kenyi Hurtado
(
- Notre Dame U.
)
,
Lukas Heinrich
(
- UC, Berkeley
)
,
Kyle Cranmer
(
- Wisconsin U., Madison
)

(Apr 12, 2023)

Contribution to:
- ACAT 2022
•
e-Print:
- 2304.05814 [hep-ex]

pdf

reference search0 citations

LHC EFT WG Report: Experimental Measurements and Observables

N. Castro
(
- LIP, Minho
)
,
K. Cranmer
(
- Wisconsin U., Madison
)
,
A.V. Gritsan
(
- Johns Hopkins U.
)
,
J. Howarth
(
- Glasgow U.
)
,
G. Magni
(
- NIKHEF, Amsterdam and
- Vrije U., Amsterdam
)

et al.

(Nov 15, 2022)

e-Print:
- 2211.08353 [hep-ph]

pdf

reference search14 citations

Reinterpretation and Long-Term Preservation of Data and Code

#10

Stephen Bailey
(
- LBL, Berkeley
)
,
K.S. Cranmer
(
- Wisconsin U., Madison
)
,
Matthew Feickert
(
- Wisconsin U., Madison
)
,
Rob Fine
(
- Los Alamos
)
,
Sabine Kraml
(
- LPSC, Grenoble
)

et al.

(Sep 16, 2022)

Contribution to:
- Snowmass 2021
•
e-Print:
- 2209.08054 [physics.comp-ph]

pdflinks

reference search3 citations

Flow-based sampling in the lattice Schwinger model at criticality

#11

Michael S. Albergo
(
- New York U., CCPP
)
,
Denis Boyda
(
- Argonne, ALCF and
- MIT, Cambridge, CTP and
- IAIFI, Cambridge
)
,
Kyle Cranmer
(
- New York U., CCPP
)
,
Daniel C. Hackett
(
- MIT, Cambridge, CTP and
- Harvard U. and
- IAIFI, Cambridge
)
,
Gurtej Kanwar
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge and
- U. Bern, AEC and
- Bern U.
)

et al.

(Feb 23, 2022)

Published in:
- Phys.Rev.D 106 (2022) 1, 014514
•
e-Print:
- 2202.11712 [hep-lat]

pdfDOI

reference search38 citations

The Quantum Trellis: A classical algorithm for sampling the parton shower with interference effects

#12

(Dec 23, 2021)

e-Print:
- 2112.12795 [hep-ph]

pdf

reference search3 citations

Neural simulation-based inference approach for characterizing the Galactic Center γ-ray excess

#13

Siddharth Mishra-Sharma
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge and
- MIT, Cambridge, Dept. Phys. and
- Harvard U. and
- New York U., CCPP and
- New York U.
)
,
Kyle Cranmer
(
- New York U., CCPP and
- New York
)

(Oct 13, 2021)

Published in:
- Phys.Rev.D 105 (2022) 6, 063017
•
e-Print:
- 2110.06931 [astro-ph.HE]

pdfDOI

reference search43 citations

Flow-based sampling for multimodal and extended-mode distributions in lattice field theory

#14

Daniel C. Hackett
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge
)
,
Chung-Chun Hsieh
(
- Taiwan, Natl. Taiwan U.
)
,
Sahil Pontula
(
- MIT
)
,
Michael S. Albergo
(
- New York U., CCPP
)
,
Denis Boyda
(
- Argonne, ALCF and
- MIT, Cambridge, CTP and
- IAIFI, Cambridge
)

et al.

(Jul 1, 2021)

e-Print:
- 2107.00734 [hep-lat]

pdf

reference search53 citations

Flow-based sampling for fermionic lattice field theories

#15

Michael S. Albergo
(
- New York U., CCPP
)
,
Gurtej Kanwar
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge
)
,
Sébastien Racanière
(
- Unlisted, UK
)
,
Danilo J. Rezende
(
- Unlisted, UK
)
,
Julian M. Urban
(
- U. Heidelberg, ITP
)

et al.

(Jun 10, 2021)

Published in:
- Phys.Rev.D 104 (2021) 11, 114507
•
e-Print:
- 2106.05934 [hep-lat]

pdfDOI

reference search54 citations

Reframing Jet Physics with New Computational Methods

#16

(May 21, 2021)

Published in:
- EPJ Web Conf. 251 (2021) 03059
•
Contribution to:
- vCHEP2021
•
e-Print:
- 2105.10512 [hep-ph]

DOI

reference search9 citations

Exact and Approximate Hierarchical Clustering Using A*

#17

Craig S. Greenberg
(
- NIST, Boulder
)
,
Sebastian Macaluso
(
- New York U., CCPP
)
,
Nicholas Monath
(
- Massachusetts U., Amherst
)
,
Avinava Dubey
(
- Google Inc.
)
,
Patrick Flaherty
(
- UMASS, Amherst, Dept. Math. Stat.
)

et al.

(Apr 14, 2021)

e-Print:
- 2104.07061 [cs.LG]

pdf

reference search0 citations

pyhf: pure-Python implementation of HistFactory statistical models

#18

Lukas Heinrich
(
- CERN
)
,
Matthew Feickert
(
- Illinois U., Urbana
)
,
Giordon Stark
(
- UC, Santa Cruz, Inst. Part. Phys.
)
,
Kyle Cranmer
(
- New York U.
)

(Feb 4, 2021)

Published in:
- J.Open Source Softw. 6 (2021) 58, 2823

pdfDOI

reference search165 citations

Deep Search for Decaying Dark Matter with XMM-Newton Blank-Sky Observations

#19

et al.

(Feb 3, 2021)

Published in:
- Phys.Rev.Lett. 127 (2021) 5, 051101
•
e-Print:
- 2102.02207 [astro-ph.CO]

pdfDOI

reference search132 citations

Introduction to Normalizing Flows for Lattice Field Theory

#20

Michael S. Albergo
(
- New York U.
)
,
Denis Boyda
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge
)
,
Daniel C. Hackett
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge
)
,
Gurtej Kanwar
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge
)
,
Kyle Cranmer
(
- New York U.
)

et al.

(Jan 20, 2021)

e-Print:
- 2101.08176 [hep-lat]

pdf

reference search70 citations

Building and steering binned template fits with cabinetry

#21

(2021)

Published in:
- EPJ Web Conf. 251 (2021) 03067
•
Contribution to:
- vCHEP2021

pdfDOI

reference search11 citations

Hierarchical clustering in particle physics through reinforcement learning

#22

(Nov 16, 2020)

Contribution to:
- NeurIPS 2020
•
e-Print:
- 2011.08191 [cs.AI]

pdf

reference search5 citations

Semi-parametric

\gamma

-ray modeling with Gaussian processes and variational inference

#23

Siddharth Mishra-Sharma
(
- New York U.
)
,
Kyle Cranmer
(
- New York U.
)

(Oct 20, 2020)

Contribution to:
- NeurIPS 2020
•
e-Print:
- 2010.10450 [astro-ph.HE]

pdf

reference search10 citations

Simulation-based inference methods for particle physics

#24

Johann Brehmer
(
- New York U.
)
,
Kyle Cranmer
(
- New York U.
)

(Oct 13, 2020)

e-Print:
- 2010.06439 [hep-ph]

pdf

reference search19 citations

Sampling using

SU(N)

gauge equivariant flows

#25

Denis Boyda
(
- MIT, Cambridge, CTP
)
,
Gurtej Kanwar
(
- MIT, Cambridge, CTP
)
,
Sébastien Racanière
(
- Unlisted, UK
)
,
Danilo Jimenez Rezende
(
- Unlisted, UK
)
,
Michael S. Albergo
(
- New York U., CCPP
)

et al.

(Aug 12, 2020)

Published in:
- Phys.Rev.D 103 (2021) 7, 074504
•
e-Print:
- 2008.05456 [hep-lat]

DOI

reference search119 citations

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