Follow
Gianluca Ceruti
Gianluca Ceruti
Verified email at uibk.ac.at
Title
Cited by
Cited by
Year
An unconventional robust integrator for dynamical low-rank approximation
G Ceruti, C Lubich
BIT Numerical Mathematics 62 (1), 23-44, 2022
772022
A rank-adaptive robust integrator for dynamical low-rank approximation
G Ceruti, J Kusch, C Lubich
BIT Numerical Mathematics 62 (4), 1149-1174, 2022
602022
Time integration of tree tensor networks
G Ceruti, C Lubich, H Walach
SIAM Journal on Numerical Analysis 59 (1), 289-313, 2021
332021
On the stability of robust dynamical low-rank approximations for hyperbolic problems
J Kusch, L Einkemmer, G Ceruti
SIAM Journal on Scientific Computing 45 (1), A1-A24, 2023
212023
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
S Schotthöfer, E Zangrando, J Kusch, G Ceruti, F Tudisco
Advances in Neural Information Processing Systems 35, 20051-20063, 2022
182022
Time integration of symmetric and anti-symmetric low-rank matrices and Tucker tensors
G Ceruti, C Lubich
BIT Numerical Mathematics 60, 591-614, 2020
172020
Dynamical low-rank approximation for Burgers' equation with uncertainty
J Kusch, G Ceruti, L Einkemmer, M Frank
International Journal for Uncertainty Quantification 12 (5), 2022
152022
Rank-adaptive time integration of tree tensor networks
G Ceruti, C Lubich, D Sulz
SIAM Journal on Numerical Analysis 61 (1), 194-222, 2023
142023
A parallel rank-adaptive integrator for dynamical low-rank approximation
G Ceruti, J Kusch, C Lubich
arXiv preprint arXiv:2304.05660, 2023
72023
Numerical simulation of long-range open quantum many-body dynamics with tree tensor networks
D Sulz, C Lubich, G Ceruti, I Lesanovsky, F Carollo
Physical Review A 109 (2), 022420, 2024
42024
Robust low-rank training via approximate orthonormal constraints
D Savostianova, E Zangrando, G Ceruti, F Tudisco
Advances in Neural Information Processing Systems 36, 2024
32024
From low-rank retractions to dynamical low-rank approximation and back
A Séguin, G Ceruti, D Kressner
arXiv preprint arXiv:2309.06125, 2023
32023
Rank-adaptive spectral pruning of convolutional layers during training
E Zangrando, S Schotthöfer, G Ceruti, J Kusch, F Tudisco
arXiv preprint arXiv:2305.19059, 2023
32023
A robust second-order low-rank BUG integrator based on the midpoint rule
G Ceruti, L Einkemmer, J Kusch, C Lubich
arXiv preprint arXiv:2402.08607, 2024
22024
Dynamical low-rank approximation for Marshak waves
G Ceruti, M Frank, J Kusch
Karlsruhe Institute of Technology, CRC 1173, 2022
22022
Unconventional contributions to dynamical low-rank approximation of tree tensor networks
G Ceruti
Universität Tübingen, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–16