Siavash Jafarzadeh

13 papers A* 2Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enforcing local boundary conditions in peridynamic models of diffusion with singularities and on arbitrary domains.
Eng. Comput.
Jiangming Zhao, Siavash Jafarzadeh, Ziguang Chen, Florin Bobaru
2025 J jnl
Harnessing large language models for data-scarce learning of polymer properties.
Nat. Comput. Sci.
Ning Liu, Siavash Jafarzadeh, Brian Y. Lattimer, Shuna Ni, Jim Lua, Yue Yu
2025 J jnl
Monotone Peridynamic Neural Operator for Nonlinear Material Modeling with Conditionally Unique Solutions.
CoRR
Jihong Wang, Xiaochuan Tian, Zhongqiang Zhang, Stewart Silling, Siavash Jafarzadeh, Yue Yu
2024 J jnl
An Ultra-high-speed Reproducing Kernel Particle Method.
CoRR
Siavash Jafarzadeh, Michael Hillman
2024 J jnl
Heterogeneous Peridynamic Neural Operators: Discover Biotissue Constitutive Law and Microstructure From Digital Image Correlation Measurements.
CoRR
Siavash Jafarzadeh, Stewart Silling, Lu Zhang, Colton J. Ross, Chung-Hao Lee, S. M. Rakibur Rahman, Shuodao Wang, Yue Yu
2024 J jnl
Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties.
CoRR
Ning Liu, Siavash Jafarzadeh, Brian Y. Lattimer, Shuna Ni, Jim Lua, Yue Yu
2024 A* conf
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery.
NeurIPS
Yue Yu, Ning Liu, Fei Lu, Tian Gao, Siavash Jafarzadeh, Stewart A. Silling
2024 J jnl
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery.
CoRR
Yue Yu, Ning Liu, Fei Lu, Tian Gao, Siavash Jafarzadeh, Stewart Silling
2024 J jnl
Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model for Complex Material Responses.
CoRR
Siavash Jafarzadeh, Stewart Silling, Ning Liu, Zhongqiang Zhang, Yue Yu
2023 A* conf
Domain Agnostic Fourier Neural Operators.
NeurIPS
Ning Liu, Siavash Jafarzadeh, Yue Yu
2023 J jnl
Domain Agnostic Fourier Neural Operators.
CoRR
Ning Liu, Siavash Jafarzadeh, Yue Yu
2021 J jnl
A general and fast convolution-based method for peridynamics: applications to elasticity and brittle fracture.
CoRR
Siavash Jafarzadeh, Farzaneh Mousavi, Adam Larios, Florin Bobaru
2019 J jnl
Efficient solutions for nonlocal diffusion problems via boundary-adapted spectral methods.
CoRR
Siavash Jafarzadeh, Adam Larios, Florin Bobaru