Elena Celledoni

57 papers Journal 54Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Approximation properties of neural ODEs. CoRR Arturo De Marinis, Davide Murari, Elena Celledoni, Nicola Guglielmi, Brynjulf Owren, Francesco Tudisco
2025	J	`jnl`	Conditional Stability of the Euler Method on Riemannian Manifolds. CoRR Marta Ghirardelli, Brynjulf Owren, Elena Celledoni
2025	J	`jnl`	Learning mechanical systems from real-world data using discrete forced Lagrangian dynamics. CoRR Martine Dyring Hansen, Elena Celledoni, Benjamin K. Tapley
2025	J	`jnl`	Mixed Precision Training of Neural ODEs. CoRR Elena Celledoni, Brynjulf Owren, Lars Ruthotto, Nicole Tianjiao Yang
2025	J	`jnl`	Predictions based on pixel data: Insights from PDEs and finite differences. J. Comput. Phys. Elena Celledoni, James Jackaman, Davide Murari, Brynjulf Owren
2023	J	`jnl`	B-stability of numerical integrators on Riemannian manifolds. CoRR Martin Arnold, Elena Celledoni, Ergys Çokaj, Brynjulf Owren, Denise Tumiotto
2023	J	`jnl`	Designing Stable Neural Networks using Convex Analysis and ODEs. CoRR Ferdia Sherry, Elena Celledoni, Matthias J. Ehrhardt, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb
2023	J	`jnl`	Dynamical Systems-Based Neural Networks. SIAM J. Sci. Comput. Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
2023	J	`jnl`	Learning Dynamical Systems from Noisy Data with Inverse-Explicit Integrators. CoRR Håkon Noren, Sølve Eidnes, Elena Celledoni
2023	J	`jnl`	Learning Hamiltonians of constrained mechanical systems. J. Comput. Appl. Math. Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren
2023	J	`jnl`	Neural networks for the approximation of Euler's elastica. CoRR Elena Celledoni, Ergys Çokaj, Andrea Leone, Sigrid Leyendecker, Davide Murari, Brynjulf Owren, Rodrigo Takuro Sato Martín de Almagro, Martina Stavole
2023	J	`jnl`	Numerical solution of differential and differential-algebraic equations. Selected papers from NUMDIFF-16. J. Comput. Appl. Math. Martin Arnold, Maren Hantke, Raphael Kruse, Helmut Podhaisky, Elena Celledoni, Jason Frank, Jens Lang
2023	J	`jnl`	Predictions Based on Pixel Data: Insights from PDEs and Finite Differences. CoRR Elena Celledoni, James Jackaman, Davide Murari, Brynjulf Owren
2023	J	`jnl`	Using aromas to search for preserved measures and integrals in Kahan's method. Math. Comput. Geir Bogfjellmo, Elena Celledoni, Robert I. McLachlan, Brynjulf Owren, Reinout Quispel
2022	J	`jnl`	Computational geometric methods for preferential clustering of particle suspensions. J. Comput. Phys. Benjamin K. Tapley, Helge I. Andersson, Elena Celledoni, Brynjulf Owren
2022	J	`jnl`	Deep learning of diffeomorphisms for optimal reparametrizations of shapes. CoRR Elena Celledoni, Helge Glöckner, Jørgen Riseth, Alexander Schmeding
2022	J	`jnl`	Dynamical systems' based neural networks. CoRR Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
2022	J	`jnl`	Learning Hamiltonians of constrained mechanical systems. CoRR Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren
2022	J	`jnl`	Lie group integrators for mechanical systems. Int. J. Comput. Math. Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren
2022	J	`jnl`	Using aromas to search for preserved measures and integrals in Kahan's method. CoRR Geir Bogfjellmo, Elena Celledoni, Robert I. McLachlan, Brynjulf Owren, Reinout Quispel
2021	J	`jnl`	Discrete conservation laws for finite element discretisations of multisymplectic PDEs. J. Comput. Phys. Elena Celledoni, James Jackaman
2021	J	`jnl`	Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators. CoRR Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren
2021	J	`jnl`	Equivariant neural networks for inverse problems. CoRR Elena Celledoni, Matthias J. Ehrhardt, Christian Etmann, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
2021	J	`jnl`	Lie Group integrators for mechanical systems. CoRR Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren
2021	J	`jnl`	Numerical Solution of Differential and Differential-Algebraic Equations. Selected Papers from NUMDIFF-15. J. Comput. Appl. Math. Martin Arnold, Helmut Podhaisky, Rüdiger Weiner, Elena Celledoni, Jason Frank, Jens Lang
2020	J	`jnl`	An integral model based on slender body theory, with applications to curved rigid fibers. CoRR Helge I. Andersson, Elena Celledoni, Laurel Ohm, Brynjulf Owren, Benjamin K. Tapley
2020	J	`jnl`	Discrete conservation laws for finite element discretisations of multisymplectic PDEs. CoRR Elena Celledoni, James Jackaman
2020	J	`jnl`	Energy-preserving methods on Riemannian manifolds. Math. Comput. Elena Celledoni, Sølve Eidnes, Brynjulf Owren, Torbjørn Ringholm
2020	J	`jnl`	Structure preserving deep learning. CoRR Elena Celledoni, Matthias J. Ehrhardt, Christian Etmann, Robert I. McLachlan, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
2019	J	`jnl`	A novel approach to rigid spheroid models in viscous flows using operator splitting methods. Numer. Algorithms Benjamin K. Tapley, Elena Celledoni, Brynjulf Owren, Helge I. Andersson
2019	J	`jnl`	Computational methods for tracking inertial particles in discrete incompressible flows. CoRR Benjamin K. Tapley, Helge I. Andersson, Elena Celledoni, Brynjulf Owren
2019	J	`jnl`	Deep learning as optimal control problems: models and numerical methods. CoRR Martin Benning, Elena Celledoni, Matthias J. Ehrhardt, Brynjulf Owren, Carola-Bibiane Schönlieb
2019	J	`jnl`	Energy-Preserving Integrators Applied to Nonholonomic Systems. J. Nonlinear Sci. Elena Celledoni, Marta Farré Puiggalí, Eirik Hoel Høiseth, David Martín de Diego
2019	J	`jnl`	Krylov projection methods for linear Hamiltonian systems. Numer. Algorithms Lu Li, Elena Celledoni
2019	—	`conf`	Predicting Bending Moments with Machine Learning. GSI Elena Celledoni, Halvor S. Gustad, Nikita Kopylov, Henrik S. Sundklakk
2019	—	`conf`	Signatures in Shape Analysis: An Efficient Approach to Motion Identification. GSI Elena Celledoni, Pål Erik Lystad, Nikolas Tapia
2019	J	`jnl`	Signatures in Shape Analysis: an Efficient Approach to Motion Identification. CoRR Elena Celledoni, Pål Erik Lystad, Nikolas Tapia
2018	J	`jnl`	Dissipative Numerical Schemes on Riemannian Manifolds with Applications to Gradient Flows. SIAM J. Sci. Comput. Elena Celledoni, Sølve Eidnes, Brynjulf Owren, Torbjørn Ringholm
2017	—	`conf`	Shape Analysis on Lie Groups and Homogeneous Spaces. GSI Elena Celledoni, Sølve Eidnes, Markus Eslitzbichler, Alexander Schmeding
2017	J	`jnl`	The averaged Lagrangian method. J. Comput. Appl. Math. Elena Celledoni, Eirik Hoel Høiseth
2016	J	`jnl`	High Order Semi-Lagrangian Methods for the Incompressible Navier-Stokes Equations. J. Sci. Comput. Elena Celledoni, Bawfeh Kingsley Kometa, Olivier Verdier
2015	J	`jnl`	Shape Analysis on Lie Groups with Applications in Computer Animation. CoRR Elena Celledoni, Markus Eslitzbichler
2014	J	`jnl`	An introduction to Lie group integrators - basics, new developments and applications. J. Comput. Phys. Elena Celledoni, Håkon Marthinsen, Brynjulf Owren
2014	J	`jnl`	The minimal stage, energy preserving Runge-Kutta method for polynomial Hamiltonian systems is the averaged vector field method. Math. Comput. Elena Celledoni, Brynjulf Owren, Yajuan Sun
2012	J	`jnl`	Preserving energy resp. dissipation in numerical PDEs using the "Average Vector Field" method. J. Comput. Phys. Elena Celledoni, Volker Grimm, Robert I. McLachlan, David I. McLaren, Dion R. J. O'Neale, Brynjulf Owren, G. R. W. Quispel
2011	J	`jnl`	Semi-Lagrangian multistep exponential integrators for index 2 differential-algebraic systems. J. Comput. Phys. Elena Celledoni, Bawfeh Kingsley Kometa
2010	J	`jnl`	Algorithm 903: FRB-Fortran routines for the exact computation of free rigid body motions. ACM Trans. Math. Softw. Elena Celledoni, Antonella Zanna
2010	J	`jnl`	Energy-Preserving Integrators and the Structure of B-series. Found. Comput. Math. Elena Celledoni, Robert I. McLachlan, Brynjulf Owren, G. R. W. Quispel
2009	J	`jnl`	Semi-Lagrangian Runge-Kutta Exponential Integrators for Convection Dominated Problems. J. Sci. Comput. Elena Celledoni, Bawfeh Kingsley Kometa
2008	J	`jnl`	Descent methods for optimization on homogeneous manifolds. Math. Comput. Simul. Elena Celledoni, Simone G. O. Fiori
2008	J	`jnl`	Symmetric Exponential Integrators with an Application to the Cubic Schrödinger Equation. Found. Comput. Math. Elena Celledoni, David Cohen, Brynjulf Owren
2008	J	`jnl`	The Exact Computation of the Free Rigid Body Motion and Its Use in Splitting Methods. SIAM J. Sci. Comput. Elena Celledoni, Francesco Fassò, Niklas Säfström, Antonella Zanna
2003	J	`jnl`	Commutator-free Lie group methods. Future Gener. Comput. Syst. Elena Celledoni, Arne Marthinsen, Brynjulf Owren
2003	J	`jnl`	On the Implementation of Lie Group Methods on the Stiefel Manifold. Numer. Algorithms Elena Celledoni, Brynjulf Owren
2002	J	`jnl`	A Class of Intrinsic Schemes for Orthogonal Integration. SIAM J. Numer. Anal. Elena Celledoni, Brynjulf Owren
2002	J	`jnl`	Complexity Theory for Lie-Group Solvers. J. Complex. Elena Celledoni, Arieh Iserles, Syvert P. Nørsett, Bojan Orel
2000	J	`jnl`	Approximating the exponential from a Lie algebra to a Lie group. Math. Comput. Elena Celledoni, Arieh Iserles