Efficient solutions for nonlocal diffusion problems via boundary-adapted spectral methods. - Siavash Jafarzadeh; Adam Larios; Florin Bobaru (CoRR, 2019)

A general and fast convolution-based method for peridynamics: applications to elasticity and brittle fracture. - Siavash Jafarzadeh; Farzaneh Mousavi; Adam Larios; Florin Bobaru (CoRR, 2021)

Domain Agnostic Fourier Neural Operators. - Ning Liu; Siavash Jafarzadeh; Yue Yu (NeurIPS, 2023)

Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery. - Yue Yu; Ning Liu; Fei Lu; Tian Gao; Siavash Jafarzadeh; Stewart A. Silling (NeurIPS, 2024)

Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model for Complex Material Responses. - Siavash Jafarzadeh; Stewart Silling; Ning Liu; Zhongqiang Zhang; Yue Yu (CoRR, 2024)

Heterogeneous Peridynamic Neural Operators: Discover Biotissue Constitutive Law and Microstructure From Digital Image Correlation Measurements. - Siavash Jafarzadeh; Stewart Silling; Lu Zhang; Colton J. Ross; Chung-Hao Lee; S. M. Rakibur Rahman; Shuodao Wang; Yue Yu (CoRR, 2024)

An Ultra-high-speed Reproducing Kernel Particle Method. - Siavash Jafarzadeh; Michael Hillman (CoRR, 2024)

Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties. - Ning Liu; Siavash Jafarzadeh; Brian Y. Lattimer; Shuna Ni; Jim Lua; Yue Yu (CoRR, 2024)

Enforcing local boundary conditions in peridynamic models of diffusion with singularities and on arbitrary domains. - Jiangming Zhao; Siavash Jafarzadeh; Ziguang Chen; Florin Bobaru (Eng. Comput., 2025)

Harnessing large language models for data-scarce learning of polymer properties. - Ning Liu; Siavash Jafarzadeh; Brian Y. Lattimer; Shuna Ni; Jim Lua; Yue Yu (Nat. Comput. Sci., 2025)

Monotone Peridynamic Neural Operator for Nonlinear Material Modeling with Conditionally Unique Solutions. - Jihong Wang; Xiaochuan Tian; Zhongqiang Zhang; Stewart Silling; Siavash Jafarzadeh; Yue Yu (CoRR, 2025)