Damiano Lombardi

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Optimization Strategy

Top Venues

SIAM J. Sci. Comput.

J. Comput. Phys.

IEEE J. Biomed. Health Informatics

Publications

Sébastien Riffaud, Miguel A. Fernández, Damiano Lombardi
A Low-Rank Solver for Parameter Estimation and Uncertainty Quantification in Time-Dependent Systems of Partial Differential Equations. J. Sci. Comput. 99 (2) (2024)
Beatrice Battisti, Tobias Blickhan, Guillaume Enchéry, Virginie Ehrlacher, Damiano Lombardi, Olga Mula
Waserstein model reduction approach for parametrized flow problems in porous media. CoRR (2022)
Felipe Galarce, Damiano Lombardi, Olga Mula
State Estimation with Model Reduction and Shape Variability. Application to biomedical problems. SIAM J. Sci. Comput. 44 (1) (2022)
Virginie Ehrlacher, Maria Fuente Ruiz, Damiano Lombardi
SOTT: Greedy Approximation of a Tensor as a Sum of Tensor Trains. SIAM J. Sci. Comput. 44 (2) (2022)
Felipe Galarce, Damiano Lombardi, Olga Mula
State Estimation with Model Reduction and Shape Variability. Application to biomedical problems. CoRR (2021)
Ankush Aggarwal, Damiano Lombardi, Sanjay Pant
An Information-Theoretic Framework for Optimal Design: Analysis of Protocols for Estimating Soft Tissue Parameters in Biaxial Experiments. Axioms 10 (2) (2021)
Virginie Ehrlacher, Laura Grigori, Damiano Lombardi, Hao Song
Adaptive Hierarchical Subtensor Partitioning for Tensor Compression. SIAM J. Sci. Comput. 43 (1) (2021)
Aurélien Alfonsi, Rafaël Coyaud, Virginie Ehrlacher, Damiano Lombardi
Approximation of optimal transport problems with marginal moments constraints. Math. Comput. 90 (328) (2021)
David Adolfo Sampedro-Puente, Fabien Raphel, Jesus Fernandez-Bes, Pablo Laguna, Damiano Lombardi, Esther Pueyo
Characterization of Spatio-Temporal Cardiac Action Potential Variability at Baseline and Under $\beta$-Adrenergic Stimulation by Combined Unscented Kalman Filter and Double Greedy Dimension Reduction. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Virginie Ehrlacher, Maria Fuente Ruiz, Damiano Lombardi
CP-TT: using TT-SVD to greedily construct a Canonical Polyadic tensor approximation. CoRR (2020)
Felipe Galarce, Damiano Lombardi, Olga Mula
Reconstructing Haemodynamics Quantities of Interest from Doppler Ultrasound Imaging. CoRR (2020)
Fabien Raphel, Tessa De Korte, Damiano Lombardi, Stefan Braam, Jean-Frédéric Gerbeau
A greedy classifier optimization strategy to assess ion channel blocking activity and pro-arrhythmia in hiPSC-cardiomyocytes. PLoS Comput. Biol. 16 (9) (2020)
Eric Cancès, Virginie Ehrlacher, David Gontier, Antoine Levitt, Damiano Lombardi
Numerical quadrature in the Brillouin zone for periodic Schrödinger operators. Numerische Mathematik 144 (3) (2020)
David Adolfo Sampedro-Puente, Fabien Raphel, Jesus Fernandez-Bes, Pablo Laguna, Damiano Lombardi, Esther Pueyo
In Silico Characterization of Repolarization Duration and Variability in the Long QT1 Syndrome Under β-Adrenergic Stimulation. CinC (2020)
Virginie Ehrlacher, Damiano Lombardi, Olga Mula, François-Xavier Vialard
Nonlinear model reduction on metric spaces. Application to one-dimensional conservative PDEs in Wasserstein spaces. CoRR (2019)
Jean-Frédéric Gerbeau, Damiano Lombardi, Eliott Tixier
A Moment-Matching Method to Study the Variability of Phenomena Described by Partial Differential Equations. SIAM J. Sci. Comput. 40 (3) (2018)
Virginie Ehrlacher, Damiano Lombardi
A dynamical adaptive tensor method for the Vlasov-Poisson system. J. Comput. Phys. 339 (2017)
Damiano Lombardi, Sanjay Pant
A non-parametric k-nearest neighbour entropy estimator. CoRR (2015)
Jean-Frédéric Gerbeau, Damiano Lombardi, Elisa Schenone
Reduced order model in cardiac electrophysiology with approximated Lax pairs. Adv. Comput. Math. 41 (5) (2015)
Jean-Frédéric Gerbeau, Damiano Lombardi
Approximated Lax pairs for the reduced order integration of nonlinear evolution equations. J. Comput. Phys. 265 (2014)
Angelo Iollo, Damiano Lombardi
A lagrangian scheme for the solution of the optimal mass transfer problem. J. Comput. Phys. 230 (9) (2011)
Thierry Colin, Angelo Iollo, Damiano Lombardi, Olivier Saut
Prediction of the Evolution of Thyroidal Lung Nodules Using a Mathematical Model. ERCIM News 2010 (82) (2010)