Simona Perotto

Associate Professor
Associate Professor in Numerical Analysis Dip. di Matematica, Politecnico di Milano

Contact Information

Phone:
+39 02 2399 4512
Fax:
+39 02 2399 4606
Office:
Ed. 14 - Nave
Email:

Keywords

Advanced Numerical Methods for Scientific Computing
Computational Medicine for the Cardiocirculatory System
Living Systems and Precision Medicine
SC4I/Digitization, Innovation, and Competitiveness of the Production System

Publications

  

Available MOX Reports

FERRO, N.; MICHELETTI, S.; PAROLINI, N.; PEROTTO, S.; VERANI, M.; ANTONIETTI, P. F.
Level set-fitted polytopal meshes with application to structural topology optimization
GATTI, F.; DE FALCO, C.; PEROTTO, S.; FORMAGGIA, L.; PASTOR, M.
A scalable well-balanced numerical scheme for the modelling of two-phase shallow granular landslide consolidation
CARBONARO, D.; MEZZADRI, F.; FERRO, N.; DE NISCO, G.; AUDENINO, A.L.; GALLO, D.; CHIASTRA, C.; MORBIDUCCI, U.; PEROTTO, S.
Design of innovative self-expandable femoral stents using inverse homogenization topology optimization
GATTI, F.; DE FALCO, C.; PEROTTO, S.; FORMAGGIA, L.
A parallel well-balanced numerical scheme for the simulation of fast landslides with efficient time stepping
GARCIA-CONTRERAS, G.; CòRCOLES, J.; RUIZ-CRUZ, J.A.; OLDONI, M; GENTILI, G.G.; MICHELETTI, S.; PEROTTO, S.
Advanced Modeling of Rectangular Waveguide Devices with Smooth Profi les by Hierarchical Model Reduction
AFRICA, P.C.; PEROTTO, S.; DE FALCO, C.
Scalable Recovery-based Adaptation on Quadtree Meshes for Advection-Diffusion-Reaction Problems
CALABRò, D.; LUPO PASINI, M.; FERRO, N.; PEROTTO, S.
A deep learning approach for detection and localization of leaf anomalies
CORTELLESSA, D.; FERRO, N.; PEROTTO, S.; MICHELETTI, S.
Enhancing level set-based topology optimization with anisotropic graded meshes
GATTI, F.; FOIS, M.; DE FALCO, C.; PEROTTO, S.; FORMAGGIA, L.
Parallel simulations for fast-moving landslides: space-time mesh adaptation and sharp tracking of the wetting front
FERRO, N.; PEROTTO, S.; GAVAZZONI, M.
A new fluid-based strategy for the connection of non-matching lattice materials
VACCARO, F.; BRIVIO, S.; PEROTTO, S.; MAURI, A.G.; SPIGA, S.
Physics-based Compact Modelling of the Analog Dynamics of HfOx Resistive Memories
PEROTTO, S.; BELLINI, G.; BALLARIN, F.; CALò, K.; MAZZI, V.; MORBIDUCCI, U.
Isogeometric hierarchical model reduction for advection-diffusion process simulation in microchannels
LUPO PASINI, M.; PEROTTO, S.
Hierarchical model reduction driven by machine learning for parametric advection-diffusion-reaction problems in the presence of noisy data
GIACOMINI, M.; PEROTTO, S.
Anisotropic mesh adaptation for region-based segmentation accounting for image spatial information
GAVAZZONI, M.; FERRO, N.; PEROTTO, S.; FOLETTI, S.
Multi-physics inverse homogenization for the design of innovative cellular materials: application to thermo-mechanical problems
PONTI, L.; PEROTTO, S.; SANGALLI, L.M.
A PDE-regularized smoothing method for space-time data over manifolds with application to medical data
LUPO PASINI, M.; BURCUL, M.; REEVE, S.; EISENBACH, M.; PEROTTO, S.
Fast and accurate predictions of total energy for solid solution alloys with graph convolutional neural networks
GENTILI, G.G.; KHOSRONEJAD, M.; BERNASCONI, G.; PEROTTO, S.; MICHELETTI, S.
Efficient Modeling of Multimode Guided Acoustic Wave Propagation in Deformed Pipelines by Hierarchical Model Reduction
LUPO PASINI, M.; GABBI, V.; YIN, J.; PEROTTO, S.; LAANAIT, N.
Scalable balanced training of conditional generative adversarial neural networks on image data
FERRO, N.; PEROTTO, S.; BIANCHI, D.; FERRANTE, R.; MANNISI, M.
Design of cellular materials for multiscale topology optimization: application to patient-specific orthopedic devices
PASQUALE, A.; AMMAR, A.; FALCó, A.; PEROTTO, S.; CUETO, E.; DUVAL, J.-L.; CHINESTA, F.
A separated representation involving multiple time scales within the Proper Generalized Decomposition framework
FERRO, N.; PEROTTO, S.; CANGIANI, A.
An anisotropic recovery-based error estimator for adaptive discontinuous Galerkin methods
DI CRISTOFARO, D.; GALIMBERTI, C.; BIANCHI, D.; FERRANTE, R.; FERRO, N.; MANNISI, M.; PEROTTO, S
Adaptive topology optimization for innovative 3D printed metamaterials
LUPO PASINI, M; PEROTTO, S.
Hierarchical model reduction driven by a Proper Orthogonal Decomposition for parametrized advection-diffusion-reaction problems
CLERICI, F.; FERRO, N.; MARCONI, S.; MICHELETTI, S.; NEGRELLO, E.; PEROTTO, S.
Anisotropic adapted meshes for image segmentation: application to 3D medical data
CALVETTI, D.; COSMO, A.; PEROTTO, S.; SOMERSALO, E.
Bayesian mesh adaptation for estimating distributed parameters
ALMI, S.; BELZ, S.; MICHELETTI, S.; PEROTTO, S.
A DIMENSION-REDUCTION MODEL FOR BRITTLE FRACTURES ON THIN SHELLS WITH MESH ADAPTIVITY
FERRO, N.; MICHELETTI, S.; PEROTTO, S.
Compliance-stress constrained mass minimization for topology optimization on anisotropic meshes
ZANCANARO, M.; BALLARIN, F.; PEROTTO, S.; ROZZA, G.
Hierarchical model reduction techniques for flow modeling in a parametrized setting
BRANDES COSTA BARBOSA, Y. A.; PEROTTO, S.
Hierarchically reduced models for the Stokes problem in patient-specific artery segments
MICHELETTI, S.; PEROTTO, S.; SOLI, L.
Topology optimization driven by anisotropic mesh adaptation: towards a free-form design
BRUGIAPAGLIA, S.; MICHELETTI, S.; NOBILE, F.; PEROTTO, S.
Wavelet-Fourier CORSING techniques for multi-dimensional advection-diffusion-reaction equations
PEROTTO, S.; CARLINO, M.G.; BALLARIN, F.
Model reduction by separation of variables: a comparison between Hierarchical Model reduction and Proper Generalized Decomposition
FERRO, N.; MICHELETTI, S.; PEROTTO, S.
A sequential coupling of shape and topology optimization for structural design
FERRO, N.; MICHELETTI, S.; PEROTTO, S.
POD-assisted strategies for structural topology optimization
FERRO, N.; MICHELETTI, S.; PEROTTO, S.
Density-based inverse homogenization with anisotropically adapted elements
CHIAPPA, A.S.; MICHELETTI, S.; PELI, R.; PEROTTO, S.
Mesh adaptation-aided image segmentation
BALLARIN, F.; D'AMARIO, A.; PEROTTO, S.; ROZZA, G.
A POD-Selective Inverse Distance Weighting method for fast parametrized shape morphing
BERETTA, E.; MICHELETTI, S.; PEROTTO, S.; SANTACESARIA, M.
Reconstruction of a piecewise constant conductivity on a polygonal partition via shape optimization in EIT
BACCHELLI, V.; MICHELETTI, S.; PEROTTO, S.; PIEROTTI, D.
Parameter identification for the linear wave equation with Robin boundary condition
FERRO, N.; MICHELETTI, S.; PEROTTO, S.
Anisotropic Mesh Adaptation for Crack Propagation Induced by a Thermal Shock
GUZZETTI, S.; PEROTTO, S.; VENEZIANI, A.
Hierarchical Model Reduction for Incompressible Flows in Cylindrical Domains: The Axisymmetric Case
BAROLI, D.; COVA, C.M.; PEROTTO, S.; SALA, L.; VENEZIANI, A.
Hi-POD solution of parametrized fluid dynamics problems: preliminary results
RIZZO, C.B.; DE BARROS, F.P.J.; PEROTTO, S.; OLDANI, L.; GUADAGNINI, A.
Relative impact of advective and dispersive processes on the efficiency of POD-based model reduction for solute transport in porous media
DASSI, F.; PEROTTO, S.; SI, H.; STRECKENBACH, T.
A priori anisotropic mesh adaptation driven by a higher dimensional embedding
MICHELETTI, S.; PEROTTO, S.; SIGNORINI, M.
Anisotropic mesh adaptation for the generalized Ambrosio-Tortorelli functional with application to brittle fracture
CRIVELLARO, A.; PEROTTO, S.; ZONCA, S.
Reconstruction of 3D scattered data via radial basis functions by efficient and robust techniques
PEROTTO, S.; REALI, A.; RUSCONI, P.; VENEZIANI, A.
HIGAMod: A Hierarchical IsoGeometric Approach for MODel reduction in curved pipes
BRUGIAPAGLIA, S.; NOBILE, F.; MICHELETTI, S.; PEROTTO, S.
A theoretical study of COmpRessed SolvING for advection-diffusion-reaction problems
ALETTI, M.; PEROTTO, S.; VENEZIANI, A.
Educated bases for the HiMod reduction of advection-diffusion-reaction problems with general boundary conditions
FEDELE, M.; FAGGIANO, E.; BARBAROTTA, L.; CREMONESI, F.; FORMAGGIA, L.; PEROTTO, S.
Semi-Automatic Three-Dimensional Vessel Segmentation Using a Connected Component Localization of the Region-Scalable Fitting Energy
PEROTTO, S.; ZILIO, A.
Space-time adaptive hierarchical model reduction for parabolic equations
SIGNORINI, M.; MICHELETTI, S.; PEROTTO, S.
CMFWI: Coupled Multiscenario Full Waveform Inversion for seismic inversion
DASSI, F.; PEROTTO, S.; FORMAGGIA, L.
A priori anisotropic mesh adaptation on implicitly defined surfaces
BRUGIAPAGLIA, S.; MICHELETTI, S.; PEROTTO, S.
Compressed solving: a numerical approximation technique for PDEs based on compressed sensing
ESFANDIAR, B.; PORTA, G.; PEROTTO, S.; GUADAGNINI, A.
Impact of space-time mesh adaptation on solute transport modeling in porous media
ARTINA, M.; FORNASIER, M.; MICHELETTI, S.; PEROTTO, S
The benefits of anisotropic mesh adaptation for brittle fractures under plane-strain conditions
ARTINA, M.; FORNASIER, M.; MICHELETTI, S.; PEROTTO, S.
Anisotropic mesh adaptation for crack detection in brittle materials
ESFANDIAR, B.; PORTA, G.; PEROTTO, S.; GUADAGNINI, A;
Anisotropic mesh and time step adaptivity for solute transport modeling in porous media
ALETTI, M.; BORTOLOSSI, A.; PEROTTO, S.; VENEZIANI, A.
One-dimensional surrogate models for advection-diffusion problems
ARTINA, M.; FORNASIER, M.; MICHELETTI, S.; PEROTTO, S.
Anisotropic adaptive meshes for brittle fractures: parameter sensitivity
TADDEI, T.; PEROTTO, S.; QUARTERONI, A.
Reduced basis techniques for nonlinear conservation laws
DASSI, F.; ETTINGER, B.; PEROTTO, S.; SANGALLI, L.M.
A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain
PEROTTO, S.; VENEZIANI, A.
Coupled model and grid adaptivity in hierarchical reduction of elliptic problems
ETTINGER, B., PEROTTO, S.; SANGALLI, L.M.
Spatial regression models over two-dimensional manifolds
PEROTTO, S.
Hierarchical model (Hi-Mod) reduction in non-rectilinear domains
DASSI, F.; PEROTTO, S.; FORMAGGIA, L.; RUFFO, P.
Efficient geometric reconstruction of complex geological structures
ETTINGER, B.; PASSERINI, T.;PEROTTO, S.; SANGALLI, L.M.
Regression models for data distributed over non-planar domains
MAURI, L.; PEROTTO, S.; VENEZIANI, A.
Adaptive geometrical multiscale modeling for hydrodynamic problems
PEROTTO, S; ZILIO, A.
Hierarchical model reduction: three different approaches
MICHELETTI, S.; PEROTTO, S.
Anisotropic recovery-based a posteriori error estimators for advection-diffusion-reaction problems
PORTA, G.M.; PEROTTO, S.; BALLIO, F.
A Space-Time Adaptation Scheme for Unsteady Shallow Water Problems
FARRELL, P.E.; MICHELETTI, STEFANO; PEROTTO, SIMONA
A recovery-based error estimator for anisotropic mesh adaptation in CFD
PORTA, G.M.; PEROTTO, S.; BALLIO, F.
Anisotropic Mesh Adaptation Driven by a Recovery-Based Error Estimator for Shallow Water Flow Modeling
MICHELETTI, STEFANO; PEROTTO, SIMONA
Anisotropic adaptation via a Zienkiewicz-Zhu error estimator for 2D elliptic problems
FARRELL, P.E.; MICHELETTI, STEFANO; PEROTTO, SIMONA
An anisotropic Zienkiewicz-Zhu a posteriori error estimator for 3D applications
PEROTTO, SIMONA; ERN, ALEXANDRE; VENEZIANI, ALESSANDRO
Hierarchical local model reduction for elliptic problems I: a domain decomposition approach
DAVID, FILIPPO; MICHELETTI, STEFANO; PEROTTO, SIMONA
Model adaptation enriched with an anisotropic mesh spacing for advection-diffusion-reaction systems
ERN, ALEXANDRE; PEROTTO, SIMONA; VENEZIANI, ALESSANDRO
Hierarchical model reduction for advection-diffusion-reaction problems
MICHELETTI, STEFANO; PEROTTO, SIMONA
An anisotropic mesh adaptation procedure for an optimal control problem of the advection-diffusion-reaction equation
MICHELETTI, STEFANO; PEROTTO, SIMONA
Space-time adaptation for purely diffusion problems in an anisotropic framework
MICHELETTI, STEFANO; PEROTTO, SIMONA
Space-Time Adaption for Advection-Diffusion-Reaction Problems on Anisotropic Meshes
MICHELETTI, STEFANO; PEROTTO, SIMONA
Output functional control for nonlinear equations driven by anisotropic mesh adaption. The Navier-Stokes equations.
DEDE', L.; MICHELETTI, S.; PEROTTO, S.
Anisotropic error control for environmental applications
MICHELETTI, STEFANO; PEROTTO, SIMONA
Nested dual-residual a posteriori error estimators for advection-diffusion-reaction problems
MICHELETTI, STEFANO; PEROTTO, SIMONA; VERANI, MARCO
An Adaptive Uzawa Algorithm for Output Functionals Control
BOTTASSO, CARLO L.; MAISANO, GIORGIO; MICHELETTI, STEFANO; PEROTTO, SIMONA
New recovery based a posteriori error estimators
PEROTTO, SIMONA
Adaptive Modeling for free-surface flowm
MICHELETTI, STEFANO; PEROTTO, SIMONA
Anisotropic mesh adaptivity via a dual-based a posteriori error estimation for semiconductors
MIGLIO, EDIE; PEROTTO, SIMONA; SALERI, FAUSTO
Strategies of model coupling: application to free surface flow problems
MICHELETTI, STEFANO; PEROTTO, SIMONA
Reliability and efficiency of an anisotropic Zienkiewicz-Zhu error estimator
MICHELETTI, STEFANO; PEROTTO, SIMONA
Anisotropic mesh adaptivity in CFD
FORMAGGIA, LUCA; MICHELETTI, STEFANO; PEROTTO, SIMONA
Anisotropic mesh adaption in Computational Fluid Dynamics: application to the advection-diffusion-reaction and the Stokes problems
MICHELETTI, STEFANO; PEROTTO, SIMONA; PICASSO, MARCO
Some remarks on the stability coefficients and bubble stabilization of FEM on anisotropic meshes