[HTML][HTML] A review of peridynamic theory and nonlocal operators along with their computer implementations

M Dorduncu, H Ren, X Zhuang, S Silling… - Computers & …, 2024 - Elsevier
This study presents a comprehensive exploration of Peridynamic (PD) theory, with a specific
focus on its theoretical foundations and practical implementations, including various PD …

Peridynamic micromechanics of composites: a review

VA Buryachenko - Journal of Peridynamics and Nonlocal Modeling, 2024 - Springer
A static peridynamic (proposed by Silling, see J. Mech. Phys. Solids 2000; 48: 175–209)
composite materials (CMs) of both the random and periodic structures are considered. In the …

A data-driven peridynamic continuum model for upscaling molecular dynamics

H You, Y Yu, S Silling, M D'Elia - Computer Methods in Applied Mechanics …, 2022 - Elsevier
Nonlocal models, including peridynamics, often use integral operators that embed
lengthscales in their definition. However, the integrands in these operators are difficult to …

Investigation on high-dimensional uncertainty quantification and reliability analysis of aero-engine

M Huang, Z Zhou, K Zhang, Z Li, J Li - Aerospace Science and Technology, 2023 - Elsevier
Accurate quantification of uncertainties is paramount in the contemporary design of aero-
engines, demanding substantial computational resources. This investigation introduces an …

Convergence analysis and numerical studies for linearly elastic peridynamics with dirichlet-type boundary conditions

M Foss, P Radu, Y Yu - Journal of Peridynamics and Nonlocal Modeling, 2023 - Springer
The nonlocal models of peridynamics have successfully predicted fractures and
deformations for a variety of materials. In contrast to local mechanics, peridynamic boundary …

A meshfree peridynamic model for brittle fracture in randomly heterogeneous materials

Y Fan, H You, X Tian, X Yang, X Li, N Prakash… - Computer Methods in …, 2022 - Elsevier
In this work we aim to develop a unified mathematical framework and a reliable
computational approach to model the brittle fracture in heterogeneous materials with …

Nonparametric learning of kernels in nonlocal operators

F Lu, Q An, Y Yu - Journal of Peridynamics and Nonlocal Modeling, 2024 - Springer
Nonlocal operators with integral kernels have become a popular tool for designing solution
maps between function spaces, due to their efficiency in representing long-range …

On the prescription of boundary conditions for nonlocal poisson's and peridynamics models

M D'Elia, Y Yu - Research in Mathematics of Materials Science, 2022 - Springer
We introduce a technique to automatically convert local boundary conditions into nonlocal
volume constraints for nonlocal Poisson's and peridynamic models. The proposed strategy …

OBMeshfree: An optimization-based meshfree solver for nonlocal diffusion and peridynamics models

Y Fan, H You, Y Yu - Journal of Peridynamics and Nonlocal Modeling, 2024 - Springer
Abstract We present OBMeshfree, an Optimization-Based Meshfree solver for compactly
supported nonlocal integro-differential equations (IDEs) that can describe material …

Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties

N Liu, S Jafarzadeh, BY Lattimer, S Ni, J Lua… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) bear promise as a fast and accurate material modeling
paradigm for evaluation, analysis, and design. Their vast number of trainable parameters …