Shirin Hosseinmardi

According to our database, Shirin Hosseinmardi authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

Multi-material Multi-physics Topology Optimization with Physics-informed Gaussian Process Priors.

Xiangyu Sun, Shirin Hosseinmardi, Amin Yousefpour, Ramin Bostanabad

CoRR, February, 2026

2025

Compliance Minimization via Physics-Informed Gaussian Processes.

Xiangyu Sun, Amin Yousefpour, Shirin Hosseinmardi, Ramin Bostanabad

CoRR, July, 2025

Learning Mappings in Mesh-based Simulations.

Shirin Hosseinmardi, Ramin Bostanabad

CoRR, June, 2025

Localized Physics-informed Gaussian Processes with Curriculum Training for Topology Optimization.

Amin Yousefpour, Shirin Hosseinmardi, Xiangyu Sun, Ramin Bostanabad

CoRR, March, 2025

2024

Operator Learning with Gaussian Processes.

Carlos Mora, Amin Yousefpour, Shirin Hosseinmardi, Houman Owhadi, Ramin Bostanabad

CoRR, 2024

Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes.

Amin Yousefpour, Shirin Hosseinmardi, Carlos Mora, Ramin Bostanabad

CoRR, 2024

Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers.

Mehdi Shishehbor, Shirin Hosseinmardi, Ramin Bostanabad

CoRR, 2024

Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations.

Carlos Mora, Amin Yousefpour, Shirin Hosseinmardi, Ramin Bostanabad

CoRR, 2024