Siavash Jafarzadeh

According to our database, Siavash Jafarzadeh authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, May, 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., March, 2025

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., February, 2025

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

An Ultra-high-speed Reproducing Kernel Particle Method.

Siavash Jafarzadeh, Michael Hillman

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

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

Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery.

Yue Yu, Ning Liu, Fei Lu, Tian Gao, Siavash Jafarzadeh, Stewart A. Silling

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Domain Agnostic Fourier Neural Operators.

Ning Liu, Siavash Jafarzadeh, Yue Yu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

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

2019

Efficient solutions for nonlocal diffusion problems via boundary-adapted spectral methods.

Siavash Jafarzadeh, Adam Larios, Florin Bobaru

CoRR, 2019