Mauro Perego

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 25

Top Topics

Finite Element Methods

Diffusion Model

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

J. Comput. Appl. Math.

Publications

Jerry Watkins, Max Carlson, Kyle Shan, Irina Tezaur, Mauro Perego, Luca Bertagna, Carolyn Kao, Matthew J. Hoffman, Stephen F. Price
Performance portable ice-sheet modeling with MALI. Int. J. High Perform. Comput. Appl. 37 (5) (2023)
QiZhi He, Mauro Perego, Amanda A. Howard, George Em Karniadakis, Panos Stinis
A hybrid deep neural operator/finite element method for ice-sheet modeling. J. Comput. Phys. 492 (2023)
Tucker Hartland, Georg Stadler, Mauro Perego, Kim Liegeois, Noemi Petra
Hierarchical off-diagonal low-rank approximation of Hessians in inverse problems, with application to ice sheet model initializaiton. CoRR (2023)
Amanda A. Howard, Mauro Perego, George Em Karniadakis, Panos Stinis
Multifidelity deep operator networks for data-driven and physics-informed problems. J. Comput. Phys. 493 (2023)
Irina Tezaur, Josefin Ahlkrona, Matthew J. Hoffman, Mauro Perego
Computational Modeling of Ice Sheets and Glaciers. Comput. Sci. Eng. 25 (3) (2023)
Kim Liegeois, Mauro Perego, Tucker Hartland
PyAlbany: A Python interface to the C++ multiphysics solver Albany. J. Comput. Appl. Math. 425 (2023)
James Cheung, Mauro Perego, Pavel B. Bochev, Max D. Gunzburger
A coupling approach for linear elasticity problems with spatially non-coincident discretized interfaces. J. Comput. Appl. Math. 425 (2023)
QiZhi He, Mauro Perego, Amanda A. Howard, George Em Karniadakis, Panos Stinis
A Hybrid Deep Neural Operator/Finite Element Method for Ice-Sheet Modeling. CoRR (2023)
Alexander Heinlein, Mauro Perego, Sivasankaran Rajamanickam
FROSch Preconditioners for Land Ice Simulations of Greenland and Antarctica. SIAM J. Sci. Comput. 44 (2) (2022)
Amanda A. Howard, Mauro Perego, George E. Karniadakis, Panos Stinis
Multifidelity Deep Operator Networks. CoRR (2022)
Jerry Watkins, Max Carlson, Kyle Shan, Irina Tezaur, Mauro Perego, Luca Bertagna, Carolyn Kao, Matthew J. Hoffman, Stephen F. Price
Performance portable ice-sheet modeling with MALI. CoRR (2022)
Marta D'Elia, David J. Littlewood, Jeremy Trageser, Mauro Perego, Pavel B. Bochev
An optimization-based strategy for peridynamic-FEM coupling and for the prescription of nonlocal boundary conditions. CoRR (2021)
Eric C. Cyr, Mamikon A. Gulian, Ravi G. Patel, Mauro Perego, Nathaniel A. Trask
Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint. MSML (2020)
Nathaniel Trask, Pavel B. Bochev, Mauro Perego
A conservative, consistent, and scalable meshfree mimetic method. J. Comput. Phys. 409 (2020)
Nathaniel Trask, Pavel B. Bochev, Mauro Perego
Mitigation of the self-force effect in unstructured PIC codes using generalized moving least squares. Comput. Math. Appl. 78 (2) (2019)
Pavel B. Bochev, Nathaniel Trask, Paul Kuberry, Mauro Perego
Mesh-Hardened Finite Element Analysis Through a Generalized Moving Least-Squares Approximation of Variational Problems. LSSC (2019)
James Cheung, Mauro Perego, Pavel B. Bochev, Max D. Gunzburger
Optimally accurate higher-order finite element methods for polytopial approximations of domains with smooth boundaries. Math. Comput. 88 (319) (2019)
Ian Bogle, Karen D. Devine, Mauro Perego, Sivasankaran Rajamanickam, George M. Slota
A Parallel Graph Algorithm for Detecting Mesh Singularities in Distributed Memory Ice Sheet Simulations. ICPP (2019)
Eric C. Cyr, Mamikon A. Gulian, Ravi G. Patel, Mauro Perego, Nathaniel A. Trask
Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint. CoRR (2019)
James Cheung, Amalie L. Frischknecht, Mauro Perego, Pavel B. Bochev
A hybrid, coupled approach for modeling charged fluids from the nano to the mesoscale. J. Comput. Phys. 348 (2017)
Brian D. Hong, Mauro Perego, Pavel B. Bochev, Amalie L. Frischknecht, Edward G. Phillips
Towards a Scalable Multifidelity Simulation Approach for Electrokinetic Problems at the Mesoscale. LSSC (2017)
Wenxiao Pan, Kyungjoo Kim, Mauro Perego, Alexandre M. Tartakovsky, Michael L. Parks
Modeling electrokinetic flows by consistent implicit incompressible smoothed particle hydrodynamics. J. Comput. Phys. 334 (2017)
Nathaniel Trask, Mauro Perego, Pavel B. Bochev
A High-Order Staggered Meshless Method for Elliptic Problems. SIAM J. Sci. Comput. 39 (2) (2017)
Marta D'Elia, Mauro Perego, Pavel B. Bochev, David J. Littlewood
A coupling strategy for nonlocal and local diffusion models with mixed volume constraints and boundary conditions. Comput. Math. Appl. 71 (11) (2016)
Ray S. Tuminaro, Mauro Perego, Irina K. Tezaur, Andrew G. Salinger, Stephen F. Price
A Matrix Dependent/Algebraic Multigrid Approach for Extruded Meshes with Applications to Ice Sheet Modeling. SIAM J. Sci. Comput. 38 (5) (2016)
Pavel B. Bochev, Mauro Perego, Kara Peterson
Formulation and Analysis of a Parameter-Free Stabilized Finite Element Method. SIAM J. Numer. Anal. 53 (5) (2015)
Irina K. Tezaur, Raymond S. Tuminaro, Mauro Perego, Andrew G. Salinger, Stephen F. Price
On the Scalability of the Albany/FELIX first-order Stokes Approximation ice Sheet Solver for Large-Scale Simulations of the Greenland and Antarctic ice Sheets. ICCS (2015)
Qingshan Chen, Max D. Gunzburger, Mauro Perego
Well-Posedness Results for a Nonlinear Stokes Problem Arising in Glaciology. SIAM J. Math. Anal. 45 (5) (2013)
Katherine J. Evans, Andrew G. Salinger, Patrick H. Worley, Stephen F. Price, William H. Lipscomb, Jeffrey A. Nichols, James B. White III, Mauro Perego, Mariana Vertenstein, James Edwards, Jean-François Lemieux
A modern solver interface to manage solution algorithms in the Community Earth System Model. Int. J. High Perform. Comput. Appl. 26 (1) (2012)
Marta D'Elia, Mauro Perego, Alessandro Veneziani
A Variational Data Assimilation Procedure for the Incompressible Navier-Stokes Equations in Hemodynamics. J. Sci. Comput. 52 (2) (2012)
Mauro Perego, Alessandro Veneziani, Christian Vergara
A Variational Approach for Estimating the Compliance of the Cardiovascular Tissue: An Inverse Fluid-Structure Interaction Problem. SIAM J. Sci. Comput. 33 (3) (2011)
Luca Gerardo-Giorda, L. Mirabella, Fabio Nobile, Mauro Perego, Alessandro Veneziani
A model-based block-triangular preconditioner for the Bidomain system in electrocardiology. J. Comput. Phys. 228 (10) (2009)