default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDLuca Magri 0001
Person information
- affiliation: Imperial College London, Department of Aeronautics, UK
- affiliation: Alan Turing Institute, UK
- affiliation: TU Munich, Institute of Advanced Study, Germany
- affiliation (PhD 2015): University of Cambridge, Engineering Department, UK
Other persons with the same name
- Luca Magri — disambiguation page
- Luca Magri 0002
![[0000-0002-0598-8279]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-0598-8279")
— Polytechnic University of Milan, DEIB, Italy
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
2020 – today
- 2026
[c18]Defne Ege Ozan, Antonio Colanera, Luca Magri:
Adjoint-Based Optimization with Quantized Local Reduced-Order Models for Spatiotemporally Chaotic Systems. ICCS (Workshops 3) 2026: 128-135- [c17]Ben Eze, Luca Magri, Andrea Nóvoa:
Latent Attention on Masked Patches for Flow Reconstruction. ICCS (Workshops 3) 2026: 181-188 - [i34]Ismaël Zighed, Andrea Nóvoa, Luca Magri, Taraneh Sayadi:
Efficient Real-Time Adaptation of ROMs for Unsteady Flows Using Data Assimilation. CoRR abs/2602.23188 (2026) - [i33]Ben Eze, Luca Magri, Andrea Nóvoa:
Latent attention on masked patches for flow reconstruction. CoRR abs/2603.02028 (2026) - 2025
- [c16]Andrea Nóvoa, Luca Magri:
Online Model Learning with Data-Assimilated Reservoir Computers. ICCS (Workshops 4) 2025: 57-64 - [c15]Defne Ege Ozan, Andrea Nóvoa, Luca Magri:
Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows. ICCS (Workshops 4) 2025: 65-72 - [i32]Defne E. Ozan, Andrea Nóvoa, Luca Magri:
Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows. CoRR abs/2504.16588 (2025) - [i31]Andrea Nóvoa, Luca Magri:
Online model learning with data-assimilated reservoir computers. CoRR abs/2504.16767 (2025) - [i30]Defne E. Ozan, Andrea Nóvoa, Georgios Rigas, Luca Magri:
Data-assimilated model-informed reinforcement learning. CoRR abs/2506.01755 (2025) - 2024
- [c14]Defne Ege Ozan, Luca Magri:
Adjoint Sensitivities of Chaotic Flows Without Adjoint Solvers: A Data-Driven Approach. ICCS (5) 2024: 345-352 - [i29]Daniel Kelshaw, Luca Magri:
Physics-constrained convolutional neural networks for inverse problems in spatiotemporal partial differential equations. CoRR abs/2401.10306 (2024) - [i28]Daniel Kelshaw, Luca Magri:
Computing distances and means on manifolds with a metric-constrained Eikonal approach. CoRR abs/2404.08754 (2024) - [i27]Defne E. Ozan, Luca Magri:
Adjoint Sensitivities of Chaotic Flows without Adjoint Solvers: A Data-Driven Approach. CoRR abs/2404.12315 (2024) - [i26]Daniel Kelshaw, Luca Magri:
Proper Latent Decomposition. CoRR abs/2412.00785 (2024) - 2023
- [c13]Antonino Maria Rizzo, Luca Magri, Pietro Invernizzi, Enrico Sozio, Gabriele Aquaro, Stefano Binetti, Cesare Alippi, Giacomo Boracchi:
Event Detection in Optical Signals via Domain Adaptation. EUSIPCO 2023: 1435-1439 - [c12]Antonino Maria Rizzo, Luca Magri, Pietro Invernizzi, Enrico Sozio, Stefano Piciaccia, Alberto Tanzi, Stefano Binetti, Cesare Alippi, Giacomo Boracchi:
Anomaly Detection in Optical Spectra VIA Joint Optimization. ICASSP 2023: 1-5 - [c11]Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri:
Convolutional Autoencoder for the Spatiotemporal Latent Representation of Turbulence. ICCS (4) 2023: 328-335 - [c10]Nikolaos Bempedelis, Luca Magri:
Bayesian Optimization of the Layout of Wind Farms with a High-Fidelity Surrogate Model. ICCS (4) 2023: 344-352 - [c9]Elise Özalp, Georgios Margazoglou, Luca Magri:
Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos. ICCS (4) 2023: 382-389 - [c8]Georgios Margazoglou, Luca Magri:
Data-Driven Stability Analysis of a Chaotic Time-Delayed System. ICCS (4) 2023: 406-413 - [i25]Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri:
Convolutional autoencoder for the spatiotemporal latent representation of turbulence. CoRR abs/2301.13728 (2023) - [i24]Elise Özalp, Georgios Margazoglou, Luca Magri:
Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos. CoRR abs/2302.10779 (2023) - [i23]Elise Özalp, Georgios Margazoglou, Luca Magri:
Reconstruction, forecasting, and stability of chaotic dynamics from partial data. CoRR abs/2305.15111 (2023) - [i22]Daniel Kelshaw, Luca Magri:
Short and Straight: Geodesics on Differentiable Manifolds. CoRR abs/2305.15228 (2023) - [i21]Tullio Traverso, Francesco Coletti, Luca Magri, Tassos G. Karayiannis, Omar K. Matar:
A machine learning approach to the prediction of heat-transfer coefficients in micro-channels. CoRR abs/2305.18406 (2023) - [i20]Daniel Kelshaw, Luca Magri:
Uncovering solutions from data corrupted by systematic errors: A physics-constrained convolutional neural network approach. CoRR abs/2306.04600 (2023) - [i19]Daniel Kelshaw, Luca Magri:
Super-resolving sparse observations in partial differential equations: A physics-constrained convolutional neural network approach. CoRR abs/2306.10990 (2023) - [i18]Alberto Racca, Luca Magri:
Control-aware echo state networks (Ca-ESN) for the suppression of extreme events. CoRR abs/2308.03095 (2023) - [i17]Daniel Kelshaw, Luca Magri:
Manifold-augmented Eikonal Equations: Geodesic Distances and Flows on Differentiable Manifolds. CoRR abs/2310.06157 (2023) - 2022
- [c7]Alberto Racca, Luca Magri:
Statistical Prediction of Extreme Events from Small Datasets. ICCS (3) 2022: 707-713 - [i16]Alberto Racca, Luca Magri:
Statistical prediction of extreme events from small datasets. CoRR abs/2201.08294 (2022) - [i15]Alberto Racca, Luca Magri:
Data-driven prediction and control of extreme events in a chaotic flow. CoRR abs/2204.11682 (2022) - [i14]Daniel Kelshaw, Luca Magri:
Physics-Informed Convolutional Neural Networks for Corruption Removal on Dynamical Systems. CoRR abs/2210.16215 (2022) - [i13]Daniel Kelshaw, Georgios Rigas, Luca Magri:
Physics-Informed CNNs for Super-Resolution of Sparse Observations on Dynamical Systems. CoRR abs/2210.17319 (2022) - [i12]Luca Magri, Nguyen Anh Khoa Doan:
On interpretability and proper latent decomposition of autoencoders. CoRR abs/2211.08345 (2022) - [i11]Alberto Racca, Nguyen Anh Khoa Doan, Luca Magri:
Modelling spatiotemporal turbulent dynamics with the convolutional autoencoder echo state network. CoRR abs/2211.11379 (2022) - 2021
- [j7]Alberto Racca, Luca Magri:
Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics. Neural Networks 142: 252-268 (2021) - [c6]Alberto Racca, Luca Magri:
Automatic-differentiated Physics-Informed Echo State Network (API-ESN). ICCS (5) 2021: 323-329 - [c5]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Auto-Encoded Reservoir Computing for Turbulence Learning. ICCS (5) 2021: 344-351 - [i10]Alberto Racca, Luca Magri:
Automatic-differentiated Physics-Informed Echo State Network (API-ESN). CoRR abs/2101.00002 (2021) - [i9]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Short- and long-term prediction of a chaotic flow: A physics-constrained reservoir computing approach. CoRR abs/2102.07514 (2021) - [i8]Alberto Racca, Luca Magri:
Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics. CoRR abs/2103.03174 (2021) - [i7]Andrea Nóvoa, Luca Magri:
Real-time thermoacoustic data assimilation. CoRR abs/2106.06409 (2021) - 2020
- [j6]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Physics-informed echo state networks. J. Comput. Sci. 47: 101237 (2020) - [c4]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach. ICCS (6) 2020: 117-123 - [c3]Francisco Huhn, Luca Magri:
Learning Ergodic Averages in Chaotic Systems. ICCS (6) 2020: 124-132 - [i6]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach. CoRR abs/2001.02982 (2020) - [i5]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Physics-Informed Echo State Networks. CoRR abs/2011.02280 (2020) - [i4]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Auto-Encoded Reservoir Computing for Turbulence Learning. CoRR abs/2012.10968 (2020)
2010 – 2019
- 2019
- [j5]Luca Magri:
Adjoint characteristic decomposition of one-dimensional waves. J. Comput. Phys. 388: 454-461 (2019) - [j4]Hans Yu, Matthew P. Juniper, Luca Magri:
Combined state and parameter estimation in level-set methods. J. Comput. Phys. 399 (2019) - [c2]Tullio Traverso, Luca Magri:
Data Assimilation in a Nonlinear Time-Delayed Dynamical System with Lagrangian Optimization. ICCS (4) 2019: 156-168 - [c1]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Physics-Informed Echo State Networks for Chaotic Systems Forecasting. ICCS (4) 2019: 192-198 - [i3]Hans Yu, Matthew P. Juniper, Luca Magri:
Combined State and Parameter Estimation in Level-Set Methods. CoRR abs/1903.00321 (2019) - [i2]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Physics-Informed Echo State Networks for Chaotic Systems Forecasting. CoRR abs/1906.11122 (2019) - [i1]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
A physics-aware machine to predict extreme events in turbulence. CoRR abs/1912.10994 (2019) - 2017
- [j3]José G. Aguilar, Luca Magri, Matthew P. Juniper:
Adjoint-based sensitivity analysis of low-order thermoacoustic networks using a wave-based approach. J. Comput. Phys. 341: 163-181 (2017) - 2016
- [j2]Luca Magri, Michael Bauerheim, Matthew P. Juniper:
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part I. Sensitivity. J. Comput. Phys. 325: 395-410 (2016) - [j1]Luca Magri, Michael Bauerheim, Franck Nicoud, Matthew P. Juniper:
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part II. Uncertainty quantification. J. Comput. Phys. 325: 411-421 (2016)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-07-20 01:29 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated, funded, and maintained by:
Schloss Dagstuhl - Leibniz Center for Informatics is a member of the Leibniz Association and is funded by the federal government of Germany and the states of Germany, especially Saarland and Rhineland‑Palatinate.
