Literature Search

20 results

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Most Recent

Deep Learning based discovery of Integrable Systems

Shailesh Lal
(
- BIMSA, Beijing
)
,
Suvajit Majumder
(
- Unlisted and
- London, City U.
)
,
Evgeny Sobko
(
- LIMS, London
)

(Mar 13, 2025)

e-Print:
- 2503.10469 [hep-th]

pdf

reference search0 citations

AI-driven research in pure mathematics and theoretical physics

Yang-Hui He

(May 30, 2024)

Published in:
- Nature Rev.Phys. 6 (2024) 9, 546-553
•
e-Print:
- 2405.19973 [math.HO]

pdfDOI

reference search4 citations

Learning to be Simple

(Dec 8, 2023)

e-Print:
- 2312.05299 [cs.LG]

pdf

reference search1 citation

AdS3/CFT2 from integrability and ML applications in theoretical physics

Suvajit Majumder
(
- London, City U.
)

(Sep 30, 2023)

pdflinks

reference search0 citations

AdS

_3

/CFT

_2

from integrability and ML applications in theoretical physics

S. Majumder
(
- London, City U.
)

(Sep, 2023)

links

reference search0 citations

Accelerated discovery of machine-learned symmetries: Deriving the exceptional Lie groups G2, F4 and E6

Roy T. Forestano
(
- Florida U.
)
,
Konstantin T. Matchev
(
- Florida U.
)
,
Katia Matcheva
(
- Florida U.
)
,
Alexander Roman
(
- Florida U.
)
,
Eyup B. Unlu
(
- Florida U.
)

et al.

(Jul 10, 2023)

Published in:
- Phys.Lett.B 847 (2023) 138266
•
e-Print:
- 2307.04891 [hep-th]

pdfDOI

reference search6 citations

Black Holes and the loss landscape in machine learning

Pranav Kumar
(
- Unlisted, IN
)
,
Taniya Mandal
(
- Indian Inst. Tech., Kanpur
)
,
Swapnamay Mondal
(
- Dublin Inst.
)

(Jun 26, 2023)

Published in:
- JHEP 10 (2023) 107
•
e-Print:
- 2306.14817 [hep-th]

DOI

reference search4 citations

Discovering sparse representations of Lie groups with machine learning

Roy T. Forestano
(
- Florida U.
)
,
Konstantin T. Matchev
(
- Florida U.
)
,
Katia Matcheva
(
- Florida U.
)
,
Alexander Roman
(
- Florida U.
)
,
Eyup B. Unlu
(
- Florida U.
)

et al.

(Feb 10, 2023)

Published in:
- Phys.Lett.B 844 (2023) 138086,
- Phys.Lett.B 844 (2023) 138086
•
e-Print:
- 2302.05383 [hep-ph]

pdfDOI

reference search7 citations

Deep learning symmetries and their Lie groups, algebras, and subalgebras from first principles

Roy T. Forestano
(
- Florida U.
)
,
Konstantin T. Matchev
(
- Florida U.
)
,
Katia Matcheva
(
- Florida U.
)
,
Alexander Roman
(
- Florida U.
)
,
Eyup B. Unlu
(
- Florida U.
)

et al.

(Jan 13, 2023)

Published in:
- Mach.Learn.Sci.Tech. 4 (2023) 2, 025027
•
e-Print:
- 2301.05638 [hep-ph]

DOI

reference search12 citations

Mahler measuring the genetic code of amoebae

#10

Siqi Chen
(
- Balliol Coll., Oxford and
- LIMS, London
)
,
Yang-Hui He
(
- LIMS, London
)
,
Edward Hirst
(
- LIMS, London and
- London, City U.
)
,
Andrew Nestor
(
- LIMS, London and
- Oxford U.
)
,
Ali Zahabi
(
- LIMS, London and
- Bourgogne U.
)

(Dec 13, 2022)

Published in:
- Adv.Theor.Math.Phys. 27 (2023) 5, 1405-1461
•
e-Print:
- 2212.06553 [hep-th]

pdfDOI

reference search9 citations

Machine-Learning and Data Science Techniques in String and Gauge Theories

#11

Edward Hirst
(
- London, City U.
)

(Dec 2, 2022)

links

reference search0 citations

Machine learning of the well-known things

#12

V.V. Dolotin
(
- IITP, Moscow and
- Moscow, ITEP and
- Moscow, MIPT
)
,
A.Yu. Morozov
(
- IITP, Moscow and
- Moscow, ITEP and
- Moscow, MIPT
)
,
A.V. Popolitov
(
- IITP, Moscow and
- Moscow, ITEP and
- Moscow, MIPT
)

(Apr 25, 2022)

Published in:
- Teor.Mat.Fiz. 214 (2023) 3, 517-528,
- Theor.Math.Phys. 214 (2023) 3, 446-455
•
e-Print:
- 2204.11613 [hep-th]

pdf

reference search3 citations

From the String Landscape to the Mathematical Landscape: A Machine-Learning Outlook

#13

Yang-Hui He
(
- LIMS, London and
- Merton Coll., Oxford and
- London, City U. and
- Nankai U.
)

(Feb 12, 2022)

Published in:
- Springer Proc.Math.Stat. 396 (2022) 21-31
•
Contribution to:
- LT-14
  , 21-31
•
e-Print:
- 2202.06086 [hep-th]

pdfDOI

reference search4 citations

Brain webs for brane webs

#14

Guillermo Arias-Tamargo
(
- Oviedo U. and
- ICTEA, Oviedo
)
,
Yang-Hui He
(
- London, City U. and
- LIMS, London and
- Merton Coll., Oxford and
- Nankai U.
)
,
Elli Heyes
(
- London, City U. and
- LIMS, London
)
,
Edward Hirst
(
- London, City U. and
- LIMS, London
)
,
Diego Rodriguez-Gomez
(
- Oviedo U. and
- ICTEA, Oviedo
)

(Feb 11, 2022)

Published in:
- Phys.Lett.B 833 (2022) 137376
•
e-Print:
- 2202.05845 [hep-th]

pdfDOI

reference search19 citations

Machine Learning Symmetry

#15

Shailesh Lal
(
- Porto U.
)

(Jan 23, 2022)

Contribution to:
- Nankai Symposium on Mathematical Dialogues
•
e-Print:
- 2201.09345 [hep-th]

pdf

reference search1 citation

Heterotic Compactifications in the Era of Data Science

#16

Robin Schneider
(
- Uppsala U.
)

(2022)

pdflinks

reference search0 citations

Machine learning a manifold

#17

Sean Craven
(
- Durham U.
)
,
Djuna Croon
(
- Durham U. and
- Durham U., IPPP and
- TRIUMF
)
,
Daniel Cutting
(
- Helsinki Inst. of Phys. and
- Helsinki U.
)
,
Rachel Houtz
(
- Durham U. and
- Durham U., IPPP
)

(Dec 14, 2021)

Published in:
- Phys.Rev.D 105 (2022) 9, 096030
•
e-Print:
- 2112.07673 [hep-ph]

pdfDOI

reference search11 citations

A machine learning approach to commutative algebra: Distinguishing table vs non-table ideals

#18

(Sep 23, 2021)

e-Print:
- 2109.11417 [math.AC]

pdf

reference search4 citations

Machine-Learning Mathematical Structures

#19

Yang-Hui He
(
- Merton Coll., Oxford and
- London, City U. and
- Nankai U.
)

(Jan 15, 2021)

e-Print:
- 2101.06317 [cs.LG]

pdf

reference search21 citations

Universes as big data

#20

Yang-Hui He
(
- Merton Coll., Oxford and
- London, City U. and
- Nankai U.
)

(Nov 29, 2020)

Published in:
- Int.J.Mod.Phys.A 36 (2021) 29, 2130017
•
e-Print:
- 2011.14442 [hep-th]

pdfDOI

reference search12 citations

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