Follow
Elisa Negrini
Elisa Negrini
Assistant Adjunct Professor, UCLA
Verified email at math.ucla.edu - Homepage
Title
Cited by
Cited by
Year
System identification through Lipschitz regularized deep neural networks
E Negrini, G Citti, L Capogna
Journal of Computational Physics 444, 110549, 2021
142021
Optimal transport for parameter identification of chaotic dynamics via invariant measures
Y Yang, L Nurbekyan, E Negrini, R Martin, M Pasha
SIAM Journal on Applied Dynamical Systems 22 (1), 269-310, 2023
122023
Applications of no-collision transportation maps in manifold learning
E Negrini, L Nurbekyan
SIAM Journal on Mathematics of Data Science 6 (1), 97-126, 2024
42024
A neural network ensemble approach to system identification
E Negrini, G Citti, L Capogna
arXiv preprint arXiv:2110.08382, 2021
42021
Universal Approximation Theorem, G. Cybenko
E Negrini
Worcester Polytech. Inst., Tech. Rep, 2019
32019
Computational microscopy beyond perfect lenses
X Lu, M Pham, E Negrini, D Davis, SJ Osher, J Miao
arXiv preprint arXiv:2306.11283, 2023
12023
Tensorization of Sobolev spaces
S Ghinassi, V Giri, E Negrini
arXiv preprint arXiv:2305.05804, 2023
12023
ROBUST DEEP LEARNING ALGORITHMS FOR SYSTEM IDENTIFICATION
E NEGRINI
Worcester Polytechnic Institute, 2022
12022
Optimal transport for parameter identification of steady-state chaotic dynamics
Y YANG, L NURBEKYAN, E NEGRINI, R MARTIN, M PASHA
arXiv preprint arXiv:2104.15138, 2021
12021
LoDIP: Low light phase retrieval with deep image prior
R Manekar, E Negrini, M Pham, D Jacobs, J Srivastava
arXiv preprint arXiv:2402.17745, 2024
2024
Applications of ML-Based Surrogates in Bayesian Approaches to Inverse Problems
P Ersin, E Hayes, P Matthews, P Mohapatra, E Negrini, K Schulz
arXiv preprint arXiv:2310.12046, 2023
2023
Robust Neural Network Approach to System Identification in the High-Noise Regime
E Negrini, G Citti, L Capogna
International Conference on Learning and Intelligent Optimization, 165-178, 2023
2023
LoDIP: Low-dose phase retrieval with deep image prior
R Manekar, E Negrini, M Pham, D Jacobs, J Srivastava, SJ Osher, J Miao
WEAK CONVERGENCE METHODS FOR CONSTRAINT MINIMA OF FUNCTIONALS WITH CRITICAL GROWTH
G CITTI, E NEGRINI
Curve di terzo grado nel piano e nello spazio
E Negrini
The system can't perform the operation now. Try again later.
Articles 1–15