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Marta D'Elia — most-cited papers & profile · AI for Science
← authors
·
overview
Marta D'Elia
4
papers ·
103
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Nonlocal Kernel Network (NKN): a Stable and Resolution-Independent Deep Neural Network
2022 · 86 citations
nPINNs: nonlocal Physics-Informed Neural Networks for a parametrized nonlocal universal Laplacian operator. Algorithms and Applications
2020 · 13 citations
GNN-based physics solver for time-independent PDEs
2023 · 4 citations
Physically Interpretable Representation Learning with Gaussian Mixture Variational AutoEncoder (GM-VAE)
2025
Top co-authors
Ahmad Zareei
· 1
Alexandre Cortiella
· 1
Alireza Doostan
· 1
Eric Darve
· 1
George E. Karniadakis
· 1
Guofei Pang
· 1
Hadi Meidani
· 1
Helia Rahmani
· 1
Huaiqian You
· 1
Michael Parks
· 1
Murray Cutforth
· 1
Rini Jasmine Gladstone
· 1
Topics
Physics ML
Math & Equations
cs.NA
math.NA
Materials