Elena Celledoni

About Elena Celledoni

Elena Celledoni, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at Norges teknisk-naturvitenskaplige universitet, specializes in the field of Numerical Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Using aromas to search for preserved measures and integrals in Kahan’s method

Designing stable neural networks using convex analysis and odes

Dynamical Systems–Based Neural Networks

Neural networks for the approximation of Euler's elastica

Deep neural networks on diffeomorphism groups for optimal shape reparametrization

Numerical solution of differential and differential-algebraic equations. Selected papers from NUMDIFF-16

B-stability of numerical integrators on Riemannian manifolds

Learning dynamical systems from noisy data with inverse-explicit integrators

Elena Celledoni Information

University

Position

Professor of mathematics at the

Citations(all)

2481

Citations(since 2020)

1149

Cited By

1802

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

45

i10Index(since 2020)

29

Email

University Profile Page

Google Scholar

Elena Celledoni Skills & Research Interests

Numerical Analysis

Top articles of Elena Celledoni

Using aromas to search for preserved measures and integrals in Kahan’s method

Mathematics of Computation

2024/7

Designing stable neural networks using convex analysis and odes

Physica D: Nonlinear Phenomena

2024/4/15

Dynamical Systems–Based Neural Networks

SIAM Journal on Scientific Computing

2023/12/31

Neural networks for the approximation of Euler's elastica

2023/12/5

Elena Celledoni
Elena Celledoni

H-Index: 17

Brynjulf Owren
Brynjulf Owren

H-Index: 19

Deep neural networks on diffeomorphism groups for optimal shape reparametrization

BIT Numerical Mathematics

2023/12

Elena Celledoni
Elena Celledoni

H-Index: 17

Numerical solution of differential and differential-algebraic equations. Selected papers from NUMDIFF-16

2023/10/1

B-stability of numerical integrators on Riemannian manifolds

arXiv preprint arXiv:2308.08261

2023/8/16

Elena Celledoni
Elena Celledoni

H-Index: 17

Brynjulf Owren
Brynjulf Owren

H-Index: 19

Learning dynamical systems from noisy data with inverse-explicit integrators

arXiv preprint arXiv:2306.03548

2023/6/6

Elena Celledoni
Elena Celledoni

H-Index: 17

Predictions based on pixel data: Insights from PDEs and finite differences

arXiv preprint arXiv:2305.00723

2023/5/1

Learning Hamiltonians of constrained mechanical systems

Journal of Computational and Applied Mathematics

2023/1/1

Elena Celledoni
Elena Celledoni

H-Index: 17

Brynjulf Owren
Brynjulf Owren

H-Index: 19

Numerical integrators for learning dynamical systems from noisy data

2022/10/21

Elena Celledoni
Elena Celledoni

H-Index: 17

Lie group integrators for mechanical systems

International Journal of Computer Mathematics

2022/1/2

Elena Celledoni
Elena Celledoni

H-Index: 17

Brynjulf Owren
Brynjulf Owren

H-Index: 19

Structure preserving neural networks based on ODEs

2022

Elena Celledoni
Elena Celledoni

H-Index: 17

Carola-Bibiane Schönlieb
Carola-Bibiane Schönlieb

H-Index: 27

Computational geometric methods for preferential clustering of particle suspensions

Journal of Computational Physics

2021

Discrete conservation laws for finite element discretisations of multisymplectic PDEs

Journal of Computational Physics

2021/11/1

Elena Celledoni
Elena Celledoni

H-Index: 17

James Jackaman
James Jackaman

H-Index: 2

Structure-preserving deep learning

European Journal of Applied Mathematics

2021/5

International Fall Workshop in Geometry and Physics

2021/8/21

Elena Celledoni
Elena Celledoni

H-Index: 17

Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators

2021/4/13

Elena Celledoni
Elena Celledoni

H-Index: 17

Brynjulf Owren
Brynjulf Owren

H-Index: 19

An integral model based on slender body theory, with applications to curved rigid fibers

Physics of Fluids

2021/4/1

Equivariant neural networks for inverse problems

Inverse Problems

2021/7/26

See List of Professors in Elena Celledoni University(Norges teknisk-naturvitenskaplige universitet)

Co-Authors

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