17 results on '"D'Elia, Marta"'
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2. Examining stiffness in ResNets through interpretation as discretized Neural ODEs.
3. Calibrating Fractional-Order Models for Anomalous Subsurface Flow through Fractures.
4. Bayesian Nonlocal Operator Regression (BNOR): Towards the Characterization of Uncertainty in Heterogeneous Materials.
5. Detecting stiffness in ResNets inspired by Neural ODEs.
6. A Unified Theory of Fractional and Nonlocal Calculus.
7. Analysis of Neural Networks as Dynamical Systems.
8. Comparison of Tempered and Truncated Fractional Models.
9. A data-driven peridynamic continuum model for upscaling molecular dynamics.
10. nPINNS: Nonlocal Physics-Informed Neural Networks.
11. Coarse-grained peridynamic model for graphene.
12. Nonlocal operators with variable coefficients.
13. Data-driven learning of nonlocal models: from high-fidelity simulations to constitutive laws.
14. Challenges in nonlocal modeling: nonlocal boundary conditions and nonlocal interfaces.
15. Optimization–Based Coupling of Nonlocal and Local Diffusion Models.
16. Formulation and Analysis of an Optimization-Based Local to Nonlocal coupling method.
17. Optimization-based coupling of local and nonlocal continuum models: A divide and conquer approach for stable and physically consistent heterogeneous numerical models.
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