logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
M

Marta D’Elia

united states department of energy (doe)

28H-index
215Paper Count
2.6KCitation Count
Published Papers 21
Publication Date
logo
Mesh-based GNN surrogates for time-independent PDEs
errSCIENTIFIC REPORTS
IF3.9
err2024-02-09
err6
errOAAI
errGladstone, Rini Jasmine; Rahmani, Helia; Suryakumar, Vishvas; Meidani, Hadi; D'Elia, Marta; Zareei, Ahmad
errShare
errSave
Trade-offs in the latent representation of microstructure evolution
errACTA MATERIALIA
IF9.3
err2024-01-01
err3
errOAAI
errDesai, Saaketh; Shrivastava, Ankit; D'Elia, Marta; Najm, Habib N.; Dingreville, Remi
errShare
errSave
Bayesian Nonlocal Operator Regression: A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification
errengineering fracture mechanics
IF3.2
err2023-08-01
err2
PREAI
errFan, Yiming; D'Elia, Marta; Yu, Yue; Najm, Habib N.; Silling, Stewart
errShare
errSave
AN ASYMPTOTICALLY COMPATIBLE COUPLING FORMULATION FOR NONLOCAL INTERFACE PROBLEMS WITH JUMPS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-06-16
err1
errOAAI
errGlusa, Christian; D'Elia, Marta; Capodaglio, Giacomo; Gunzburger, Max; Bochev, Pavel B.
errShare
errSave
Machine learning of nonlocal micro-structural defect evolutions in crystalline materials
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-01-01
err11
errOAAI
errde Moraes, Eduardo A. Barros; D'Elia, Marta; Zayernouri, Mohsen
errShare
errSave
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-11-01
err27
errOAAI
errYou, Huaiqian; Yu, Yue; D'Elia, Marta; Gao, Tian; Silling, Stewart
errShare
errSave
Efficient optimization-based quadrature for variational discretization of nonlocal problems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-06-01
err2
errOAAI
errPasetto, Marco; Shen, Zhaoxiang; D'Elia, Marta; Tian, Xiaochuan; Trask, Nathaniel; Kamensky, David
errShare
errSave
A data-driven peridynamic continuum model for upscaling molecular dynamics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-02-01
err28
errOAAI
errYou, Huaiqian; Yu, Yue; Silling, Stewart; D'Elia, Marta
errShare
errSave
A FETI approach to domain decomposition for meshfree discretizations of nonlocal problems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-12-01
err5
errOAAI
errXu, Xiao; Glusa, Christian; D'Elia, Marta; Foster, John T.
errShare
errSave
A machine-learning framework for peridynamic material models with physical constraints
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-12-01
err21
errOAAI
errXu, Xiao; D'Elia, Marta; Foster, John T.
errShare
errSave
A cookbook for approximating Euclidean balls and for quadrature rules in finite element methods for nonlocal problems
errMATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES
IF3
err2021-06-19
err14
PREAI
errD'Elia, Marta; Gunzburger, Max; Vollmann, Christian
errShare
errSave
A FAST SOLVER FOR THE FRACTIONAL HELMHOLTZ EQUATION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2021-04-26
err3
errOAAI
errGlusa, Christian; Antil, Harbir; D'Elia, Marta; Waanders, Bart van Bloemen; Weiss, Chester J.
errShare
errSave
Data-driven learning of nonlocal physics from high-fidelity synthetic data
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-02-01
err41
errOAAI
errYou, Huaiqian; Yu, Yue; Trask, Nathaniel; Gulian, Mamikon; D'Elia, Marta
errShare
errSave
A thermodynamically consistent fractional visco-elasto-plastic model with memory-dependent damage for anomalous materials
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-01-01
err33
errOAAI
errSuzuki, Jorge; Zhou, Yongtao; D'Elia, Marta; Zayernouri, Mohsen
errShare
errSave
nPINNs: Nonlocal physics-informed neural networks for a parametrized nonlocal universal Laplacian operator. Algorithms and applications
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-12-01
err119
errOAAI
errPang, G.; D'Elia, M.; Parks, M.; Karniadakis, G. E.
errShare
errSave
Numerical methods for nonlocal and fractional models
errACTA NUMERICA
IF11.3
err2020-11-30
err129
errOAAI
errD'Elia, Marta; Du, Qiang; Glusa, Christian; Gunzburger, Max; Tian, Xiaochuan; Zhou, Zhi
errShare
errSave
Optimization-based, property-preserving finite element methods for scalar advection equations and their connection to Algebraic Flux Correction
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-08-01
err8
errOAAI
errBochev, Pavel; Ridzal, Denis; D'Elia, Marta; Perego, Mauro; Peterson, Kara
errShare
errSave
A PHYSICALLY CONSISTENT, FLEXIBLE, AND EFFICIENT STRATEGY TO CONVERT LOCAL BOUNDARY CONDITIONS INTO NONLOCAL VOLUME CONSTRAINTS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2020-07-01
err24
errOAAI
errD'Elia, Marta; Tian, Xiaochuan; Yu, Yue
errShare
errSave
EMBEDDED ENSEMBLE PROPAGATION FOR IMPROVING PERFORMANCE, PORTABILITY, AND SCALABILITY OF UNCERTAINTY QUANTIFICATION ON EMERGING COMPUTATIONAL ARCHITECTURES
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2017-01-01
err13
errOAAI
errPhipps, E.; D'Elia, M.; Edwards, H. C.; Hoemmen, M.; Hu, J.; Rajamanickam, S.
errShare
errSave
Optimization-based mesh correction with volume and convexity constraints
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2016-05-01
err15
errOAAI
errD'Elia, Marta; Ridzal, Denis; Peterson, Kara J.; Bochev, Pavel; Shashkov, Mikhail
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
George Em Karniadakis
H-index: 130 · Papers: 1.2K
M
Max Gunzburger
H-index: 73 · Papers: 584
Q
Qiang Du
H-index: 72 · Papers: 557
M
Mario Sprovieri
H-index: 52 · Papers: 344
M
Mikhail Shashkov
H-index: 52 · Papers: 222
View more