Elena Celledoni

1. Energy-Preserving and Passivity-Consistent Numerical Discretization of Port-Hamiltonian Systems
   2017/06/26 by Elena Celledoni, Eirik Hoel Høiseth, Celledoni, Elena +1 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · Mathematics · #65P40 #ATP Synthase and ATPases Research #Control and Stability of Dynamical Systems #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations
2. A novel approach to rigid spheroid models in viscous flows using\n operator splitting methods
   2018/04/05 by Benjamin Tapley, Elena Celledoni, Tapley, Benjamin +5 · 1 citation
   Engineering · Physics and Astronomy · #Lattice Boltzmann Simulation Studies #Micro and Nano Robotics #Fluid Dynamics and Turbulent Flows
3. Dynamical systems' based neural networks
   2022/10/05 by Elena Celledoni, Celledoni, Elena, Davide Murari +7 · 1 citation
   Computer Science · Physics and Astronomy · #37M15 #65L05 #65L06 #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural Networks and Reservoir Computing #Numerical Analysis (math.NA)
4. 1-Lipschitz Neural Networks on Hadamard Manifolds
   2026/07/21 by Davide Murari, Marta Ghirardelli, Ben Adcock +3
   #math.NA #cs.LG #cs.NA
5. A Unified Discrete Gradient-SAV Framework for Structure-Preserving Integration
   2026/07/30 by Elena Celledoni, David Martín de Diego, Brynjulf Owren +1
   Mathematics · Computer Science · Physics and Astronomy · #math.NA #cs.NA #math-ph #math.MP #msc:65P10 #msc:65L05 #msc:37M15 #msc:70H05