Manjunath Omana Kuttan

16 results

Citation Summary

Most Recent

Ultra fast, event-by-event heavy-ion simulations for next generation experiments

Manjunath Omana Kuttan
(
- Frankfurt U.
)
,
Kai Zhou
(
- Frankfurt U., FIAS
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Horst Stöcker
(
- Darmstadt, GSI
)

(Feb 22, 2025)

e-Print:
- 2502.16330 [hep-ph]

pdf

reference search0 citations

Bayesian constraints on the high density QCD EoS for nuclear matter from Heavy-ion collision data

Manjunath Omana Kuttan
(
- Frankfurt U., FIAS
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Kai Zhou
(
- Frankfurt U., FIAS and
- CUHK, Shenzhen
)
,
Horst Stoecker
(
- Frankfurt U., FIAS and
- Frankfurt U. and
- Darmstadt, GSI
)

(2025)

Published in:
- EPJ Web Conf. 316 (2025) 06001
•
Contribution to:
- SQM2024

pdfDOI

reference search0 citations

Towards a foundation model for heavy-ion collision experiments through point cloud diffusion

Manjunath Omana Kuttan
(
- Frankfurt U.
)
,
Kai Zhou
(
- Frankfurt U., FIAS
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Horst Stöcker
(
- Darmstadt, GSI
)

(Dec 13, 2024)

e-Print:
- 2412.10352 [hep-ph]

pdf

reference search3 citations

Artificial intelligence in heavy-ion collisions : bridging the gap between theory and experiments

Manjunath Omana Kuttan
(
- Frankfurt U.
)

(Nov 3, 2023)

DOI

reference search1 citation

Extraction of global event features in heavy-ion collision experiments using PointNet

Manjunath Omana Kuttan
(
- Frankfurt U., FIAS and
- Frankfurt U.
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Kai Zhou
(
- Frankfurt U., FIAS
)
,
Andreas Redelbach
(
- Frankfurt U., FIAS and
- Frankfurt U.
)
,
Horst Stoecker
(
- Frankfurt U., FIAS and
- Frankfurt U. and
- Darmstadt, GSI
)

(Jun 19, 2023)

Published in:
- PoS FAIRness2022 (2023) 040
•
Contribution to:
- FAIRNESS 2022
  , 040

pdfDOI

reference search4 citations

Model dependence of the number of participant nucleons and observable consequences in heavy-ion collisions

Manjunath Omana Kuttan
(
- Frankfurt U., FIAS
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Kai Zhou
(
- Frankfurt U., FIAS
)
,
Marcus Bleicher
(
- Frankfurt U. and
- HIC for FAIR, Frankfurt
)
,
Horst Stoecker
(
- Frankfurt U., FIAS and
- Frankfurt U. and
- Darmstadt, GSI
)

(Mar 14, 2023)

Published in:
- Eur.Phys.J.C 83 (2023) 9, 792
•
e-Print:
- 2303.07919 [hep-ph]

DOI

reference search4 citations

NA61/SHINE online noise filtering using machine learning methods

Anna Kawęcka
(
- Warsaw U. of Tech. (main) and
- Chalmers U. Tech.
)
,
Wojciech Bryliński
(
- Warsaw U. of Tech. (main)
)
,
Manjunath Omana Kuttan
(
- Frankfurt U., FIAS and
- Frankfurt U.
)
,
Olena Linnyk
(
- Frankfurt U., FIAS and
- Giessen U.
)
,
Janik Pawlowski
(
- Frankfurt U., FIAS and
- Philipps U. Marburg
)

et al.

(2023)

Published in:
- J.Phys.Conf.Ser. 2438 (2023) 1, 012104
•
Contribution to:
- ACAT 2021

pdfDOI

reference search1 citation

Proton and

\Lambda

flow and the equation of state at high density

Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Manjunath Omana Kuttan
(
- Frankfurt U., FIAS and
- Frankfurt U.
)
,
Anton Motornenko
(
- Frankfurt U., FIAS
)
,
Agnieszka Sorensen
(
- Washington U., Seattle
)
,
Yasushi Nara
(
- Akita Intl. U.
)

et al.

(2023)

Published in:
- EPJ Web Conf. 276 (2023) 01021
•
Contribution to:
- SQM2022

pdfDOI

reference search3 citations

QCD Equation of State of Dense Nuclear Matter from a Bayesian Analysis of Heavy-Ion Collision Data

#10

Manjunath Omana Kuttan
(
- Frankfurt U. and
- Frankfurt U., FIAS and
- Goethe U., Frankfurt, IAP and
- Unlisted
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Kai Zhou
(
- Frankfurt U., FIAS
)
,
Horst Stoecker
(
)

(Nov 21, 2022)

Published in:
- Phys.Rev.Lett. 131 (2023) 20, 202303
•
e-Print:
- 2211.11670 [hep-ph]

pdfDOI

reference search40 citations

A chiral mean-field equation-of-state in UrQMD: effects on the heavy ion compression stage

#11

Manjunath Omana Kuttan
(
- Frankfurt U., FIAS and
- Frankfurt U. and
- Unlisted, DE
)
,
Anton Motornenko
(
- Frankfurt U., FIAS
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Horst Stoecker
(
- Frankfurt U., FIAS and
- Frankfurt U. and
- Darmstadt, GSI
)
,
Yasushi Nara
(
- Akita Intl. U.
)

et al.

(Jan 5, 2022)

Published in:
- Eur.Phys.J.C 82 (2022) 5, 427
•
e-Print:
- 2201.01622 [nucl-th]

DOI

reference search22 citations

Deep Learning Based Impact Parameter Determination for the CBM Experiment

#12

Manjunath Omana Kuttan
(
- Frankfurt U., FIAS and
- Frankfurt U.
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Kai Zhou
(
- Frankfurt U., FIAS
)
,
Andreas Redelbach
(
- Frankfurt U., FIAS and
- Frankfurt U.
)
,
Horst Stoecker
(
- Frankfurt U., FIAS and
- Frankfurt U. and
- Darmstadt, GSI
)

(Feb 2, 2021)

Published in:
- Particles 4 (2021) 1, 47-52
•
Contribution to:
- International workshop “Analysis techniques for centrality determination and flow measurements at FAIR and NICA”, 47-52

pdfDOI

reference search11 citations

Deep Learning-Based Energy Reconstruction of Cosmic Muons in mini-ICAL Detector

#13

Deepak Samuel
(
- Karnatak U.
)
,
Manjunath Omana Kuttan
(
- Karnatak U.
)
,
Amrutha Samalan
(
- Karnatak U.
)
,
Lakshmi P. Murgod
(
- Karnatak U.
)

(2021)

Published in:
- Springer Proc.Phys. 261 (2021) 787-791
•
Contribution to:
- 23rd DAE-BRNS High Energy Physics Symposium 2018, 787-791

DOI

reference search1 citation

A fast centrality-meter for heavy-ion collisions at the CBM experiment

#14

Manjunath Omana Kuttan
(
- Frankfurt U., FIAS and
- Otto Stern School
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Kai Zhou
(
- Frankfurt U., FIAS
)
,
Andreas Redelbach
(
- Frankfurt U., FIAS and
- Otto Stern School
)
,
Horst Stoecker
(
- Frankfurt U., FIAS and
- Otto Stern School and
- Darmstadt, GSI
)

(Sep 3, 2020)

Published in:
- Phys.Lett.B 811 (2020) 135872
•
e-Print:
- 2009.01584 [hep-ph]

DOI

reference search37 citations

An equation-of-state-meter for CBM using PointNet

#15

Manjunath Omana Kuttan
(
- Frankfurt U., FIAS and
- Frankfurt U. and
- Unlisted, DE
)
,
Kai Zhou
(
- Frankfurt U., FIAS
)
,
Jan Steinheimer
(
- Frankfurt U., FIAS
)
,
Andreas Redelbach
(
- Frankfurt U., FIAS and
- Goethe U., Frankfurt, Inst. Inform.
)
,
Horst Stoecker
(
- Frankfurt U., FIAS and
- Frankfurt U. and
- Darmstadt, GSI
)

(2020)

Published in:
- JHEP 10 (2021) 184,
- JHEP 21 (2020) 184
•
e-Print:
- 2107.05590 [hep-ph]

DOI

reference search24 citations

Machine learning-based predictions of directionality and charge of cosmic muons—a simulation study using the mICAL detector

#16

D. Samuel
(
- Unlisted, IN and
- Saha Inst.
)
,
A. Samalan
(
- Unlisted, IN and
- Gent U.
)
,
M. Omana Kuttan
(
- Unlisted, IN and
- Frankfurt U., FIAS
)
,
L.P. Murgod
(
- Unlisted, IN
)

(Nov 18, 2019)

Published in:
- JINST 14 (2019) 11, P11020

DOI

reference search5 citations

Manjunath Omana Kuttan(
Frankfurt U.
)

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Manjunath Omana Kuttan(Frankfurt U.)

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Manjunath Omana Kuttan(
Frankfurt U.
)