Elisa Negrini

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions.
CoRR
Elisa Negrini, Yuxuan Liu, Liu Yang, Stanley J. Osher, Hayden Schaeffer
2024 J jnl
Applications of No-Collision Transportation Maps in Manifold Learning.
SIAM J. Math. Data Sci.
Elisa Negrini, Levon Nurbekyan
2024 J jnl
LoDIP: Low light phase retrieval with deep image prior.
CoRR
Raunak Manekar, Elisa Negrini, Minh Pham, Daniel Jacobs, Jaideep Srivastava
2024 J jnl
Low-Light Phase Retrieval With Implicit Generative Priors.
IEEE Trans. Image Process.
Raunak Manekar, Elisa Negrini, Minh Pham, Daniel Jacobs, Jaideep Srivastava, Stanley J. Osher, Jianwei Miao
2024 J jnl
Neural Networks for Threshold Dynamics Reconstruction.
CoRR
Elisa Negrini, Almanzo Jiahe Gao, Abigail Bowering, Wei Zhu, Luca Capogna
2023 J jnl
Applications of ML-Based Surrogates in Bayesian Approaches to Inverse Problems.
CoRR
Pelin Ersin, Emma Hayes, Peter Matthews, Paramjyoti Mohapatra, Elisa Negrini, Karl Schulz
2023 J jnl
Applications of No-Collision Transportation Maps in Manifold Learning.
CoRR
Elisa Negrini, Levon Nurbekyan
2023 J jnl
Optimal Transport for Parameter Identification of Chaotic Dynamics via Invariant Measures.
SIAM J. Appl. Dyn. Syst.
Yunan Yang, Levon Nurbekyan, Elisa Negrini, Robert Martin, Mirjeta Pasha
2023 — conf
Robust Neural Network Approach to System Identification in the High-Noise Regime.
LION
Elisa Negrini, Giovanna Citti, Luca Capogna
2021 J jnl
A Neural Network Ensemble Approach to System Identification.
CoRR
Elisa Negrini, Giovanna Citti, Luca Capogna
2021 J jnl
System identification through Lipschitz regularized deep neural networks.
J. Comput. Phys.
Elisa Negrini, Giovanna Citti, Luca Capogna
2020 J jnl
System Identification Through Lipschitz Regularized Deep Neural Networks.
CoRR
Elisa Negrini, Giovanna Citti, Luca Capogna