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

Learning Hamiltonians of constrained mechanical systems

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

Dynamical Systems–Based Neural Networks

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

Norges teknisk-naturvitenskaplige universitet

Google Scholar

View Google Scholar Profile

Elena Celledoni Skills & Research Interests

Numerical Analysis

Top articles of Elena Celledoni

Title

Journal

Author(s)

Publication Date

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

Mathematics of Computation

Geir Bogfjellmo

Elena Celledoni

Robert McLachlan

Brynjulf Owren

G Quispel

2024/7

Designing stable neural networks using convex analysis and odes

Physica D: Nonlinear Phenomena

Ferdia Sherry

Elena Celledoni

Matthias J Ehrhardt

Davide Murari

Brynjulf Owren

...

2024/4/15

Learning Hamiltonians of constrained mechanical systems

Journal of Computational and Applied Mathematics

Elena Celledoni

Andrea Leone

Davide Murari

Brynjulf Owren

2023/1/1

Deep neural networks on diffeomorphism groups for optimal shape reparametrization

BIT Numerical Mathematics

Elena Celledoni

Helge Glöckner

Jørgen N Riseth

Alexander Schmeding

2023/12

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

Martin Arnold

Maren Hantke

Raphael Kruse

Helmut Podhaisky

Elena Celledoni

...

2023/10/1

B-stability of numerical integrators on Riemannian manifolds

arXiv preprint arXiv:2308.08261

Martin Arnold

Elena Celledoni

Ergys Çokaj

Brynjulf Owren

Denise Tumiotto

2023/8/16

Learning dynamical systems from noisy data with inverse-explicit integrators

arXiv preprint arXiv:2306.03548

Håkon Noren

Sølve Eidnes

Elena Celledoni

2023/6/6

Dynamical Systems–Based Neural Networks

SIAM Journal on Scientific Computing

Elena Celledoni

Davide Murari

Brynjulf Owren

Carola-Bibiane Schönlieb

Ferdia Sherry

2023/12/31

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

arXiv preprint arXiv:2305.00723

Elena Celledoni

James Jackaman

Davide Murari

Brynjulf Owren

2023/5/1

Neural networks for the approximation of Euler's elastica

Elena Celledoni

Ergys Çokaj

Andrea Leone

Sigrid Leyendecker

Davide Murari

...

2023/12/5

Numerical integrators for learning dynamical systems from noisy data

Håkon Noren

Sølve Eidnes

Elena Celledoni

2022/10/21

Lie group integrators for mechanical systems

International Journal of Computer Mathematics

Elena Celledoni

Ergys Çokaj

Andrea Leone

Davide Murari

Brynjulf Owren

2022/1/2

Structure preserving neural networks based on ODEs

Davide Murari

Elena Celledoni

Brynjulf Rustad Owren

Ferdia Sherry

Carola-Bibiane Schönlieb

2022

Computational geometric methods for preferential clustering of particle suspensions

Journal of Computational Physics

Benjamin K Tapley

Helge I Andersson

Elena Celledoni

Brynjulf Owren

2021

Equivariant neural networks for inverse problems

Inverse Problems

Elena Celledoni

Matthias J Ehrhardt

Christian Etmann

Brynjulf Owren

Carola-Bibiane Schönlieb

...

2021/7/26

Discrete conservation laws for finite element discretisations of multisymplectic PDEs

Journal of Computational Physics

Elena Celledoni

James Jackaman

2021/11/1

Simultaneous preservation of two or more geometric properties, Network wide training course 6

Elena Celledoni

2021/2/5

Structure-preserving deep learning

European Journal of Applied Mathematics

Elena Celledoni

Matthias J Ehrhardt

Christian Etmann

Robert I McLachlan

Brynjulf Owren

...

2021/5

Geometric numerical integration of differential equations, THREAD Network-wide training event 6

Journal of Physics A: Mathematical and General

Reinout Quispel

Robert McLachlan

2006/5/12

International Fall Workshop in Geometry and Physics

Elena Celledoni

2021/8/21

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

Co-Authors

H-index: 52
Helge I. Andersson

Helge I. Andersson

Norges teknisk-naturvitenskaplige universitet

H-index: 51
Arieh Iserles

Arieh Iserles

University of Cambridge

H-index: 45
Carola-Bibiane Schönlieb

Carola-Bibiane Schönlieb

University of Cambridge

H-index: 42
G R Quispel

G R Quispel

La Trobe University

H-index: 39
Robert McLachlan

Robert McLachlan

Massey University

H-index: 32
Brynjulf Owren

Brynjulf Owren

Norges teknisk-naturvitenskaplige universitet

academic-engine