Marta D'Elia - RankMe

56 papers Misc 1Journal 52Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Physically Interpretable Representation Learning with Gaussian Mixture Variational AutoEncoder (GM-VAE). CoRR Tiffany Fan, Murray Cutforth, Marta D'Elia, Alexandre Cortiella, Alireza Doostan, Eric Darve
2025	—	`conf`	Physically Interpretable Representation and Controlled Generation for Turbulence Data. CAI Tiffany Fan, Murray Cutforth, Marta D'Elia, Alexandre Cortiella, Alireza Doostan, Eric Darve
2025	J	`jnl`	Physically Interpretable Representation and Controlled Generation for Turbulence Data. CoRR Tiffany Fan, Murray Cutforth, Marta D'Elia, Alexandre Cortiella, Alireza Doostan, Eric Darve
2024	J	`jnl`	Embedded Nonlocal Operator Regression (ENOR): Quantifying model error in learning nonlocal operators. CoRR Yiming Fan, Habib N. Najm, Yue Yu, Stewart Silling, Marta D'Elia
2024	J	`jnl`	ML-based identification of the interface regions for coupling local and nonlocal models. CoRR Noujoud Nader, Patrick Diehl, Marta D'Elia, Christian Glusa, Serge Prudhomme
2023	J	`jnl`	A scalable domain decomposition method for FEM discretizations of nonlocal equations of integrable and fractional type. Comput. Math. Appl. Manuel Klar, Giacomo Capodaglio, Marta D'Elia, Christian Glusa, Max D. Gunzburger, Christian Vollmann
2023	J	`jnl`	A scalable domain decomposition method for FEM discretizations of nonlocal equations of integrable and fractional type. CoRR Manuel Klar, Giacomo Capodaglio, Marta D'Elia, Christian Glusa, Max D. Gunzburger, Christian Vollmann
2023	J	`jnl`	An Asymptotically Compatible Coupling Formulation for Nonlocal Interface Problems with Jumps. SIAM J. Sci. Comput. Christian Glusa, Marta D'Elia, Giacomo Capodaglio, Max D. Gunzburger, Pavel B. Bochev
2023	J	`jnl`	GNN-based physics solver for time-independent PDEs. CoRR Rini Jasmine Gladstone, Helia Rahmani, Vishvas Suryakumar, Hadi Meidani, Marta D'Elia, Ahmad Zareei
2023	J	`jnl`	Towards a unified nonlocal, peridynamics framework for the coarse-graining of molecular dynamics data with fractures. CoRR Huaiqian You, Xiao Xu, Yue Yu, Stewart Silling, Marta D'Elia, John T. Foster
2022	J	`jnl`	An asymptotically compatible coupling formulation for nonlocal interface problems with jumps. CoRR Christian Glusa, Marta D'Elia, Giacomo Capodaglio, Max D. Gunzburger, Pavel B. Bochev
2022	J	`jnl`	An optimization-based approach to parameter learning for fractional type nonlocal models. Comput. Math. Appl. Olena Burkovska, Christian Glusa, Marta D'Elia
2022	J	`jnl`	Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification. CoRR Yiming Fan, Marta D'Elia, Yue Yu, Habib N. Najm, Stewart Silling
2022	J	`jnl`	Efficient optimization-based quadrature for variational discretization of nonlocal problems. CoRR Marco Pasetto, Zhaoxiang Shen, Marta D'Elia, Xiaochuan Tian, Nathaniel Trask, David Kamensky
2022	J	`jnl`	Machine Learning in Heterogeneous Porous Materials. CoRR Marta D'Elia, Hang Deng, Cedric G. Fraces, Krishna C. Garikipati, Lori Graham-Brady, Amanda A. Howard, George Em Karniadakis, Vahid Keshavarzzadeh, Robert M. Kirby, J. Nathan Kutz, Chunhui Li, Xing Liu, Hannah Lu, Pania Newell, Daniel O'Malley, Masa Prodanovic, Gowri Srinivasan, Alexandre M. Tartakovsky, Daniel M. Tartakovsky, Hamdi A. Tchelepi, Bozo Vazic, Hari S. Viswanathan, Hongkyu Yoon, Piotr Zarzycki
2022	J	`jnl`	Machine-learning of nonlocal kernels for anomalous subsurface transport from breakthrough curves. CoRR Xiao Xu, Marta D'Elia, Christian Glusa, John T. Foster
2022	J	`jnl`	Nonlocal Kernel Network (NKN): a Stable and Resolution-Independent Deep Neural Network. CoRR Huaiqian You, Yue Yu, Marta D'Elia, Tian Gao, Stewart Silling
2022	J	`jnl`	Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network. J. Comput. Phys. Huaiqian You, Yue Yu, Marta D'Elia, Tian Gao, Stewart Silling
2022	J	`jnl`	Probabilistic partition of unity networks for high-dimensional regression problems. CoRR Tiffany Fan, Nathaniel Trask, Marta D'Elia, Eric Darve
2021	J	`jnl`	A FETI approach to domain decomposition for meshfree discretizations of nonlocal problems. CoRR Xiao Xu, Christian Glusa, Marta D'Elia, John T. Foster
2021	J	`jnl`	A Fast Solver for the Fractional Helmholtz Equation. SIAM J. Sci. Comput. Christian Glusa, Harbir Antil, Marta D'Elia, Bart G. van Bloemen Waanders, Chester J. Weiss
2021	J	`jnl`	A data-driven peridynamic continuum model for upscaling molecular dynamics. CoRR Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia
2021	J	`jnl`	A fractional model for anomalous diffusion with increased variability. Analysis, algorithms and applications to interface problems. CoRR Marta D'Elia, Christian Glusa
2021	J	`jnl`	A machine-learning framework for peridynamic material models with physical constraints. CoRR Xiao Xu, Marta D'Elia, John T. Foster
2021	J	`jnl`	An optimization-based strategy for peridynamic-FEM coupling and for the prescription of nonlocal boundary conditions. CoRR Marta D'Elia, David J. Littlewood, Jeremy Trageser, Mauro Perego, Pavel B. Bochev
2021	J	`jnl`	Analysis of Anisotropic Nonlocal Diffusion Models: Well-posedness of Fractional Problems for Anomalous Transport. CoRR Marta D'Elia, Mamikon A. Gulian
2021	J	`jnl`	Bilevel Parameter Learning for Nonlocal Image Denoising Models. J. Math. Imaging Vis. Marta D'Elia, Juan Carlos de los Reyes, Andrés Miniguano-Trujillo
2021	—	`conf`	Data-driven Learning of Nonlocal Models: from high-fidelity simulations to constitutive laws. AAAI Spring Symposium: MLPS Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia
2021	J	`jnl`	Efficient quadrature rules for finite element discretizations of nonlocal equations. CoRR Eugenio Aulisa, Giacomo Capodaglio, Andrea Chierici, Marta D'Elia
2021	J	`jnl`	On the prescription of boundary conditions for nonlocal Poisson's and peridynamics models. CoRR Marta D'Elia, Yue Yu
2020	J	`jnl`	A Physically Consistent, Flexible, and Efficient Strategy to Convert Local Boundary Conditions into Nonlocal Volume Constraints. SIAM J. Sci. Comput. Marta D'Elia, Xiaochuan Tian, Yue Yu
2020	J	`jnl`	A cookbook for finite element methods for nonlocal problems, including quadrature rules and approximate Euclidean balls. CoRR Marta D'Elia, Max D. Gunzburger, Christian Vollmann
2020	J	`jnl`	A general framework for substructuring-based domain decomposition methods for models having nonlocal interactions. CoRR Giacomo Capodaglio, Marta D'Elia, Max D. Gunzburger, Pavel B. Bochev, Manuel Klar, Christian Vollmann
2020	J	`jnl`	An energy-based coupling approach to nonlocal interface problems. CoRR Giacomo Capodaglio, Marta D'Elia, Pavel B. Bochev, Max D. Gunzburger
2020	J	`jnl`	An optimization-based approach to parameter learning for fractional type nonlocal models. CoRR Olena Burkovska, Christian Glusa, Marta D'Elia
2020	J	`jnl`	Data-driven learning of nonlocal models: from high-fidelity simulations to constitutive laws. CoRR Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia
2020	J	`jnl`	Data-driven learning of robust nonlocal physics from high-fidelity synthetic data. CoRR Huaiqian You, Yue Yu, Nathaniel Trask, Mamikon A. Gulian, Marta D'Elia
2020	—	`conf`	Nonlocal Physics-Informed Neural Networks - A Unified Theoretical and Computational Framework for Nonlocal Models. AAAI Spring Symposium: MLPS Marta D'Elia, George E. Karniadakis, Guofei Pang, Michael L. Parks
2020	J	`jnl`	Numerical methods for nonlocal and fractional models. Acta Numer. Marta D'Elia, Qiang Du, Christian Glusa, Max D. Gunzburger, Xiaochuan Tian, Zhi Zhou
2020	J	`jnl`	Numerical methods for nonlocal and fractional models. CoRR Marta D'Elia, Qiang Du, Christian Glusa, Max D. Gunzburger, Xiaochuan Tian, Zhi Zhou
2020	J	`jnl`	nPINNs: Nonlocal physics-informed neural networks for a parametrized nonlocal universal Laplacian operator. Algorithms and applications. J. Comput. Phys. Guofei Pang, Marta D'Elia, Michael L. Parks, George E. Karniadakis
2020	J	`jnl`	nPINNs: nonlocal Physics-Informed Neural Networks for a parametrized nonlocal universal Laplacian operator. Algorithms and Applications. CoRR Guofei Pang, Marta D'Elia, Michael L. Parks, George E. Karniadakis
2019	J	`jnl`	A Priori Error Estimates for the Optimal Control of the Integral Fractional Laplacian. SIAM J. Control. Optim. Marta D'Elia, Christian Glusa, Enrique Otárola
2019	J	`jnl`	A Thermodynamically Consistent Fractional Visco-Elasto-Plastic Model with Memory-Dependent Damage for Anomalous Materials. CoRR Jorge L. Suzuki, Yongtao Zhou, Marta D'Elia, Mohsen Zayernouri
2019	J	`jnl`	Formulation, analysis and computation of an optimization-based local-to-nonlocal coupling method. CoRR Marta D'Elia, Pavel B. Bochev
2018	J	`jnl`	Ensemble Grouping Strategies for Embedded Stochastic Collocation Methods Applied to Anisotropic Diffusion Problems. SIAM/ASA J. Uncertain. Quantification Marta D'Elia, H. Carter Edwards, Jonathan J. Hu, Eric T. Phipps, Sivasankaran Rajamanickam
2017	J	`jnl`	Embedded Ensemble Propagation for Improving Performance, Portability, and Scalability of Uncertainty Quantification on Emerging Computational Architectures. SIAM J. Sci. Comput. Eric T. Phipps, Marta D'Elia, H. Carter Edwards, Mark Hoemmen, Jonathan J. Hu, Sivasankaran Rajamanickam
2017	J	`jnl`	Nonlocal Convection-Diffusion Problems on Bounded Domains and Finite-Range Jump Processes. Comput. Methods Appl. Math. Marta D'Elia, Qiang Du, Max D. Gunzburger, Richard B. Lehoucq
2016	J	`jnl`	A coupling strategy for nonlocal and local diffusion models with mixed volume constraints and boundary conditions. Comput. Math. Appl. Marta D'Elia, Mauro Perego, Pavel B. Bochev, David J. Littlewood
2016	J	`jnl`	Optimization-based mesh correction with volume and convexity constraints. J. Comput. Phys. Marta D'Elia, Denis Ridzal, Kara J. Peterson, Pavel B. Bochev, Mikhail J. Shashkov
2015	J	`jnl`	Embedded Ensemble Propagation for Improving Performance, Portability and Scalability of Uncertainty Quantification on Emerging Computational Architectures. CoRR Eric T. Phipps, Marta D'Elia, H. Carter Edwards, Mark Hoemmen, Jonathan J. Hu, Sivasankaran Rajamanickam
2014	J	`jnl`	Optimal Distributed Control of Nonlocal Steady Diffusion Problems. SIAM J. Control. Optim. Marta D'Elia, Max D. Gunzburger
2013	J	`jnl`	Coarse-Grid Sampling Interpolatory Methods for Approximating Gaussian Random Fields. SIAM/ASA J. Uncertain. Quantification Marta D'Elia, Max D. Gunzburger
2013	J	`jnl`	The fractional Laplacian operator on bounded domains as a special case of the nonlocal diffusion operator. Comput. Math. Appl. Marta D'Elia, Max D. Gunzburger
2012	J	`jnl`	A Variational Data Assimilation Procedure for the Incompressible Navier-Stokes Equations in Hemodynamics. J. Sci. Comput. Marta D'Elia, Mauro Perego, Alessandro Veneziani
2010	Misc	`conf`	Methods for assimilating blood velocity measures in hemodynamics simulations: Preliminary results. ICCS Marta D'Elia, Alessandro Veneziani