Publications: PROF David Berman
Berman DS, Cederwall M, Schettini Gherardini T
(
2025
)
.
Curvature of an exotic 7-sphere
.
Journal of Geometry and Physics
vol.
216
,
Article
105590
,
105590
-
105590
.
Berman DS, Klinger MS, Stapleton AG
(
2025
)
.
NCoder—a quantum field theory approach to encoding data
.
Machine Learning: Science and Technology
vol.
6
,
(
2
)
025059
-
025059
.
Kyrimi E, McLachlan S, Wohlgemut JM, Perkins ZB, Lagnado DA, Marsh W, Gimson A, Shafti A et al.
(
2025
)
.
Explainable AI: definition and attributes of a good explanation for health AI
.
AI and Ethics
vol.
5
,
(
4
)
3883
-
3896
.
Manning-Coe D, Gliozzi J, Stapleton AG, Hirst E, Tomasi GD, Bradlyn B, Berman DS
(
2025
)
.
Grokking vs. Learning: Same Features, Different Encodings
.
Berman DS, Cederwall M, Gherardini TS
(
2024
)
.
Curvature of an exotic 7-sphere
.
Maguire R, Bloznelyte K, Adepoju F, Armean-Jones M, Dewan S, Fozzard S, Gupta A, Ibrahimi E et al.
(
2024
)
.
Protein Language Models in Directed Evolution
.
Berman DS, Klinger MS
(
2024
)
.
The Inverse of Exact Renormalization Group Flows as Statistical Inference
.
Entropy
vol.
26
,
(
5
)
389
-
389
.
Berman DS, Klinger MS, Stapleton AG
(
2024
)
.
NCoder -- A Quantum Field Theory approach to encoding data
.
Berman D
(
2023
)
.
Augmenting Screening of Histopathological Images for Breast Tumor Classification with Machine Learning and Limited Labeled Data
.
Conference:
JOURNAL OF MOLECULAR DIAGNOSTICS 2023
Berman DS, Klinger MS, Stapleton AG
(
2023
)
.
Bayesian renormalization
.
Machine Learning: Science and Technology
vol.
4
,
(
4
)
045011
-
045011
.
Berman DS, Gherardini TS
(
2023
)
.
Twisted self-duality
.
International Journal of Modern Physics A
vol.
38
,
(
15n16
)
Article
2350085
,
Berman DS, Heckman JJ, Klinger M
(
2023
)
.
On the Dynamics of Inference and Learning
.
Machine Learning in Pure Mathematics and Theoretical Physics
,
WORLD SCIENTIFIC (EUROPE)
Berman DS, Klinger MS, Stapleton AG
(
2023
)
.
Bayesian Renormalization
.
Berman DS, Klinger MS
(
2022
)
.
The Inverse of Exact Renormalization Group Flows as Statistical Inference
.
Berman DS, Gherardini TS
(
2022
)
.
Twisted Self-duality
.
Berman D, Fischbacher T, Inverso G, Scellier B
(
2022
)
.
Vacua of ω-deformed SO(8) supergravity
.
Journal of High Energy Physics
vol.
2022
,
(
6
)
Article
133
,
Berman DS, Cardoso G
(
2022
)
.
Geometric quantization: Particles, fields and strings
.
International Journal of Modern Physics A
vol.
37
,
(
10
)
Article
2230002
,
Berman DS, Heckman JJ, Klinger M
(
2022
)
.
On the Dynamics of Inference and Learning
.
Berman D, Fischbacher T, Inverso G
(
2022
)
.
New $$ \\mathcal{N} $$ = 1 AdS4 solutions of type IIB supergravity
.
Journal of High Energy Physics
vol.
2022
,
(
3
)
Article
97
,
Berman DS, He Y-H, Hirst E
(
2022
)
.
Machine learning Calabi-Yau hypersurfaces
.
Physical Review D
vol.
105
,
(
6
)
Article
066002
,
Berman D, Fischbacher T, Inverso G, Scellier B
(
2022
)
.
Vacua of $\\omega$-deformed SO(8) supergravity
.
Berman DS, Cardoso G
(
2022
)
.
Geometric Quantization: Particles, Fields and Strings
.
Berman DS, He Y-H, Hirst E
(
2021
)
.
Machine Learning Calabi-Yau Hypersurfaces
.
Berman D, Fischbacher T, Inverso G
(
2021
)
.
New N=1 AdS$_4$ solutions of type IIB supergravity
.
Alawadhi R, Berman DS, White CD, Wikeley S
(
2021
)
.
The single copy of the gravitational holonomy
.
Journal of High Energy Physics
vol.
2021
,
(
10
)
Article
229
,
Accettulli-Huber M, Allwright D, Berman DS, Campillo-Funollet E, Date P, Gonzo R
(
2021
)
.
Using the electromagnetic spectrum
.
BERMAN D
(
2021
)
.
A Physics Duet
.
Entanglements of Two: A Series of Duets
,
Intellect Books
Accettulli-Huber M, Allwright D, Berman DS, Campillo-Funollet E, Date P, Gonzo R
(
2021
)
.
Using the electromagnetic spectrum
.
Alawadhi R, Berman DS, White CD, Wikeley S
(
2021
)
.
The single copy of the gravitational holonomy
.
Alfonsi L, Berman DS
(
2021
)
.
Double field theory and geometric quantisation
.
Journal of High Energy Physics
vol.
2021
,
(
6
)
Article
59
,
Berman DS, Kim K, Lee K
(
2021
)
.
The classical double copy for M-theory from a Kerr-Schild ansatz for exceptional field theory
.
Journal of High Energy Physics
vol.
2021
,
(
4
)
Article
71
,
Alfonsi L, Berman DS
(
2021
)
.
Double Field Theory and Geometric Quantisation
.
Berman DS, Blair C
(
2020
)
.
The geometry, branes and applications of exceptional field theory
.
International Journal of Modern Physics A
vol.
35
,
(
30
)
2030014
-
2030014
.
Berman DS, Kim K, Lee K
(
2020
)
.
The Classical Double Copy for M-theory from a Kerr-Schild Ansatz for Exceptional Field Theory
.
Alawadhi R, Berman DS, Spence B
(
2020
)
.
Weyl doubling
.
Journal of High Energy Physics
vol.
2020
,
(
9
)
Article
127
,
Alawadhi R, Berman DS, Spence B
(
2020
)
.
Weyl doubling
.
Berman DS, Blair CDA
(
2020
)
.
The Geometry, Branes and Applications of Exceptional Field Theory
.
Berman DS, Otsuki R
(
2020
)
.
Reductions of exceptional field theories
.
Journal of High Energy Physics
vol.
2020
,
(
3
)
Article
66
,
Alawadhi R, Berman DS, Spence B, Veiga DP
(
2020
)
.
S-duality and the double copy
.
Journal of High Energy Physics
vol.
2020
,
(
3
)
Article
59
,
Alawadhi R, Berman DS, Spence B, Veiga DP
(
2019
)
.
S-duality and the Double Copy
.
Berman DS, Otsuki R
(
2019
)
.
Reductions of Exceptional Field Theories
.
Otsuki R, Berman D, Musaev E
(
2019
)
.
Exotic Branes in M-Theory
.
Proceedings of Corfu Summer Institute 2018 \School and Workshops on Elementary Particle Physics and Gravity\ — PoS(CORFU2018)138
-
138
.
Berman DS, Blair CDA, Otsuki R
(
2019
)
.
Non-Riemannian geometry of M-theory
.
Journal of High Energy Physics
vol.
2019
,
(
7
)
Article
175
,
Berman DS
(
2019
)
.
A Kaluza–Klein Approach to Double and Exceptional Field Theory
.
Fortschritte der Physik
.
vol.
67
,
Otsuki R, Berman DS, Musaev ET
(
2019
)
.
Exotic Branes in M-Theory
.
Berman DS
(
2019
)
.
A Kaluza-Klein Approach to Double and Exceptional Field Theory
.
Berman DS, Blair CDA, Otsuki R
(
2019
)
.
Non-Riemannian geometry of M-theory
.
Berman DS, Chacón E, Luna A, White CD
(
2019
)
.
The self-dual classical double copy, and the Eguchi-Hanson instanton
.
Journal of High Energy Physics
vol.
2019
,
(
1
)
Article
107
,
Berman DS, Musaev ET, Otsuki R
(
2018
)
.
Exotic branes in Exceptional Field Theory: E7(7) and beyond
.
Journal of High Energy Physics
vol.
2018
,
(
12
)
Article
53
,
Berman DS, Chacón E, Luna A, White CD
(
2018
)
.
The self-dual classical double copy, and the Eguchi-Hanson instanton
.
Bakhmatov I, Berman DS, Kleinschmidt A, Musaev ET, Otsuki R
(
2018
)
.
Exotic branes in Exceptional Field Theory: the SL(5) duality group
.
Journal of High Energy Physics
vol.
2018
,
(
8
)
Article
21
,
Berman DS, Musaev ET, Otsuki R
(
2018
)
.
Exotic Branes in Exceptional Field Theory: $E_{7(7)}$ and Beyond
.
Bakhmatov I, Berman D, Kleinschmidt A, Musaev E, Otsuki R
(
2017
)
.
Exotic branes in Exceptional Field Theory: the SL(5) duality group
.
Berman DS, Blair CDA, Malek E, Rudolph FJ
(
2016
)
.
An action for F-theory: $\\mathrm{SL}(2){{\\mathbb{R}}}^{+}$ exceptional field theory
.
Classical and Quantum Gravity
vol.
33
,
(
19
)
195009
-
195009
.
Berman DS, Blair CDA, Malek E, Rudolph FJ
(
2015
)
.
An Action for F-theory: $\\mathrm{SL}(2) \\times \\mathbb{R}^+$ Exceptional Field Theory
.
Berman DS, Rudolph FJ
(
2015
)
.
Strings, branes and the self-dual solutions of Exceptional Field Theory
.
Journal of High Energy Physics
vol.
2015
,
(
5
)
Article
130
,
Berman DS, Rudolph FJ
(
2015
)
.
Branes are waves and monopoles
.
Journal of High Energy Physics
vol.
2015
,
(
5
)
Article
15
,
Berman DS, Thompson DC
(
2015
)
.
Duality symmetric string and M-theory
.
Physics Reports
vol.
566
,
1
-
60
.
Berman DS, Rudolph FJ
(
2014
)
.
Strings, Branes and the Self-dual Solutions of Exceptional Field Theory
.
Berman DS, Rudolph FJ
(
2014
)
.
Branes are Waves and Monopoles
.
Berman DS, Cederwall M, Perry MJ
(
2014
)
.
Global aspects of double geometry
.
Journal of High Energy Physics
vol.
2014
,
(
9
)
Article
66
,
Berkeley J, Berman DS, Rudolph FJ
(
2014
)
.
Strings and branes are waves
.
Journal of High Energy Physics
vol.
2014
,
(
6
)
Article
6
,
Berman DS, Blair CDA, Malek E, Perry MJ
(
2014
)
.
The O<sub>D, D</sub> geometry of string theory
.
International Journal of Modern Physics A
vol.
29
,
(
15
)
1450080
-
1450080
.
Berman DS, Lee K
(
2014
)
.
Supersymmetry for gauged double field theory and generalised Scherk–Schwarz reductions
.
Nuclear Physics B
vol.
881
,
369
-
390
.
Berkeley J, Berman DS, Rudolph FJ
(
2014
)
.
Strings and Branes are Waves
.
Berman DS, Cederwall M, Perry MJ
(
2014
)
.
Global aspects of double geometry
.
Berman DS, Thompson DC
(
2013
)
.
Duality Symmetric String and M-Theory
.
Berman DS, Lee K
(
2013
)
.
Supersymmetry for Gauged Double Field Theory and Generalised Scherk-Schwarz Reductions
.
Berkeley J, Berman DS
(
2013
)
.
The Navier–Stokes equation and solution generating symmetries from holography
.
Journal of High Energy Physics
vol.
2013
,
(
4
)
Article
92
,
Berman DS, Blair CDA, Malek E, Perry MJ
(
2013
)
.
The O_{D,D} Geometry of String Theory
.
Berman DS, Cederwall M, Kleinschmidt A, Thompson DC
(
2013
)
.
The gauge structure of generalised diffeomorphisms
.
Journal of High Energy Physics
vol.
2013
,
(
1
)
Article
64
,
Berkeley J, Berman DS
(
2012
)
.
The Navier-Stokes equation and solution generating symmetries from holography
.
Berman DS, Musaev ET, Thompson DC
(
2012
)
.
Duality invariant M-theory: gauged supergravities and Scherk-Schwarz reductions
.
Journal of High Energy Physics
vol.
2012
,
(
10
)
Article
174
,
Berman DS, Cederwall M, Kleinschmidt A, Thompson DC
(
2012
)
.
The gauge structure of generalised diffeomorphisms
.
Berman DS, Musaev ET, Thompson DC
(
2012
)
.
Duality Invariant M-theory: Gauged supergravities and Scherk-Schwarz reductions
.
BERMAN DS
(
2012
)
.
ASPECTS OF M5-BRANE DYNAMICS
.
World Scientific Publishing Company
Berman DS, Godazgar H, Perry MJ, West P
(
2012
)
.
Duality invariant actions and generalised geometry
.
Journal of High Energy Physics
vol.
2012
,
(
2
)
Article
108
,
Berman DS, Godazgar H, Godazgar M, Perry MJ
(
2012
)
.
The local symmetries of M-theory and their formulation in generalised geometry
.
Journal of High Energy Physics
vol.
2012
,
(
1
)
Article
12
,
Berman DS, Musaev ET, Perry MJ
(
2011
)
.
Boundary terms in generalized geometry and doubled field theory
.
Physics Letters B
vol.
706
,
(
2-3
)
228
-
231
.
Berman DS, Godazgar H, Perry MJ, West P
(
2011
)
.
Duality Invariant Actions and Generalised Geometry
.
Berman DS, Godazgar H, Godazgar M, Perry MJ
(
2011
)
.
The local symmetries of M-theory and their formulation in generalised geometry
.
Berman DS, Musaev ET, Perry MJ
(
2011
)
.
Boundary Terms in Generalized Geometry and doubled field theory
.
Berman DS, Perry MJ
(
2011
)
.
Generalized geometry and M theory
.
J HIGH ENERGY PHYS
(
6
)
Article
074
,
Berman DS, Godazgar H, Perry MJ
(
2011
)
.
<mml:math xmlns:mml=\http://www.w3.org/1998/Math/MathML\ altimg=\si1.gif\ overflow=\scroll\><mml:mi mathvariant=\italic\>SO</mml:mi><mml:mo stretchy=\false\>(</mml:mo><mml:mn>5</mml:mn><mml:mo>,</mml:mo><mml:mn>5</mml:mn><mml:mo stretchy=\false\>)</mml:mo></mml:math> duality in M-theory and generalized geometry
.
Physics Letters B
vol.
700
,
(
1
)
65
-
67
.
Berman DS, Godazgar H, Perry MJ
(
2011
)
.
SO(5,5) duality in M-theory and generalized geometry
.
Berman DS, Perry MJ
(
2010
)
.
Generalized Geometry and M theory
.
Bakhmatov I, Berman DS
(
2010
)
.
Exploring fermionic T-duality
.
Nuclear Physics B
vol.
832
,
(
1-2
)
89
-
108
.
Berman DS
(
2010
)
.
Tales from the front line The Scientist
.
New Scientist
vol.
206
,
(
2759
)
47
-
47
.
Berman DS, Perry MJ, Sezgin E, Thompson DC
(
2010
)
.
Boundary conditions for interacting membranes
.
Journal of High Energy Physics
vol.
2010
,
(
4
)
Article
25
,
Berman DS, Perry MJ, Sezgin E, Thompson DC
(
2010
)
.
Boundary conditions for interacting membranes
.
JOURNAL OF HIGH ENERGY PHYSICS
(
4
)
Article
ARTN 025
,
Bakhmatov I, Berman DS
(
2009
)
.
Exploring Fermionic T-duality
.
Berman DS, Perry MJ, Sezgin E, Thompson DC
(
2009
)
.
Boundary Conditions for Interacting Membranes
.
Berman DS, Thompson DC
(
2009
)
.
Membranes with a boundary
.
Nuclear Physics B
vol.
820
,
(
1-2
)
503
-
533
.
Berman D, Thompson DC
(
2009
)
.
Interacting membranes
.
Fortschritte der Physik
vol.
57
,
(
5-7
)
348
-
355
.
Berman DS, Thompson DC
(
2009
)
.
Membranes with a boundary
.
Berman DS, Tadrowski LC, Thompson DC
(
2008
)
.
Aspects of multiple membranes
.
NUCL PHYS B
vol.
802
,
(
1-2
)
106
-
120
.
Bedford J, Berman D
(
2008
)
.
A note on quantum aspects of multiple membranes
.
Physics Letters B
vol.
668
,
(
1
)
67
-
71
.
Bedford J, Berman D
(
2008
)
.
A note on Quantum Aspects of Multiple Membranes
.
Berman DS, Tadrowski LC
(
2008
)
.
M-theory brane deformations
.
Nuclear Physics B
vol.
795
,
(
1-2
)
201
-
229
.
Berman DS, Thompson DC
(
2008
)
.
Duality symmetric strings, dilatons and <mml:math xmlns:mml=\http://www.w3.org/1998/Math/MathML\ altimg=\si1.gif\ overflow=\scroll\><mml:mi>O</mml:mi><mml:mo stretchy=\false\>(</mml:mo><mml:mi>d</mml:mi><mml:mo>,</mml:mo><mml:mi>d</mml:mi><mml:mo stretchy=\false\>)</mml:mo></mml:math> effective actions
.
Physics Letters B
vol.
662
,
(
3
)
279
-
284
.
Berman DS, Tadrowski LC, Thompson DC
(
2008
)
.
Aspects of Multiple Membranes
.
Berman DS, Copland NB, Thompson DC
(
2008
)
.
Background field equations for the duality symmetric string
.
Nuclear Physics B
vol.
791
,
(
1-2
)
175
-
191
.
Berman DS
(
2008
)
.
<mml:math xmlns:mml=\http://www.w3.org/1998/Math/MathML\ altimg=\si1.gif\ display=\inline\ overflow=\scroll\><mml:mi>M</mml:mi></mml:math>-theory branes and their interactions
.
Physics Reports
vol.
456
,
(
3
)
89
-
126
.
Berman DS, Thompson DC
(
2007
)
.
Duality Symmetric Strings, Dilatons and O(d,d) Effective Actions
.
Berman DS
(
2007
)
.
M-theory branes and their interactions
.
Berman DS, Tadrowski LC
(
2007
)
.
M-Theory Brane Deformations
.
Berman DS, Copland NB, Thompson DC
(
2007
)
.
Background Field Equations for the Duality Symmetric String
.
Berman DS, Copland NB
(
2007
)
.
The string partition function in Hull's doubled formalism
.
Physics Letters B
vol.
649
,
(
4
)
325
-
333
.
Berman DS, Copland NB
(
2007
)
.
The string partition function in Hull's doubled formalism
.
Berman DS, Copland NB
(
2006
)
.
A note on the M2–M5 brane system and fuzzy spheres
.
Physics Letters B
vol.
639
,
(
5
)
553
-
559
.
Berman DS, Copland NB
(
2006
)
.
A note on the M2-M5 brane system and fuzzy spheres
.
Berman DS, Perry MJ
(
2006
)
.
M-theory and the string genus expansion
.
Physics Letters B
vol.
635
,
(
2-3
)
131
-
135
.
Berman DS, Perry MJ
(
2006
)
.
M-theory and the string genus expansion
.
Berman DS, Copland NB
(
2005
)
.
Five-brane calibrations and fuzzy funnels
.
Nuclear Physics B
vol.
723
,
(
1-2
)
117
-
131
.
Berman DS, Copland NB
(
2005
)
.
Five-brane Calibrations and Fuzzy Funnels
.
Berman DS, Harvey JA
(
2004
)
.
The Self-Dual String and Anomalies in the M5-brane
.
Journal of High Energy Physics
vol.
2004
,
(
11
)
015
-
015
.
Berman DS, Harvey JA
(
2004
)
.
The self-dual string and anomalies in the M5-brane
.
Journal of High Energy Physics
vol.
8
,
(
11
)
Berman DS, Harvey JA
(
2004
)
.
The Self-Dual String and Anomalies in the M5-brane
.
Berman DS, Pioline B
(
2004
)
.
Open membranes, ribbons, and deformed Schild strings
.
Physical Review D
vol.
70
,
(
4
)
Article
045007
,
Berman DS, Pioline B
(
2004
)
.
Open membranes, ribbons and deformed Schild strings
.
Berman DS, Pioline B
(
2004
)
.
Open membranes, ribbons, and deformed Schild strings
.
Physical Review D
vol.
70
,
(
4 B
)
Berman DS
(
2003
)
.
Aspects of M-5 brane world volume dynamics
.
Physics Letters B
vol.
572
,
(
1-2
)
101
-
107
.
Berman DS
(
2003
)
.
Aspects of M-5 brane world volume dynamics
.
BERMAN DS, Rabinovici E
(
2003
)
.
Lectures on Supersymmetric Gauge Theories
.
Les Houches Lectures \Unity from duality: Gravity, gauge theory and strings.\ C. Bachas, A Bilal, M Douglas, N Nekrasov, F David (Eds.)
,
Springer (2003)
Berman DS, Sundell P
(
2002
)
.
AdS3 OM theory and the self-dual string or membranes ending on the five-brane
.
Physics Letters B
vol.
529
,
(
1-2
)
171
-
177
.
Berman DS, Cederwall M, Gran U, Larsson H, Nielsen M, Nilsson BEW, Sundell P
(
2002
)
.
Deformation independent open brane metrics and generalized theta parameters
.
Journal of High Energy Physics
vol.
2002
,
(
02
)
012
-
012
.
Berman DS, Cederwall M, Gran U, Larsson H, Nielsen M, Nilsson BEW, Sundell P
(
2002
)
.
Deformation independent open brane metrics and generalized theta parameters
.
JOURNAL OF HIGH ENERGY PHYSICS
(
2
)
Article
ARTN 012
,
Berman DS, Campos VL, Cederwall M, Gran U, Larsson H, Nielsen M, Nilsson BEW, Sundell P
(
2001
)
.
Holographie noncommutativity
.
Journal of High Energy Physics
vol.
5
,
(
5
)
Berman DS, Cederwall M, Gran U, Larsson H, Nielsen M, Nilsson BEW, Sundell P
(
2001
)
.
Deformation independent open brane metrics and generalized theta parameters
.
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