Shirin Hosseinmardi - Publications, H-index & Citations

Shirin Hosseinmardi

University of California System

5H指数

24论文数

61被引数

收录论文 7

发表时间

Physics-Informed Gaussian Processes With Localized Features for Topology Optimization 基于局部特征的物理信息高斯过程在拓扑优化中的应用

Journal of Mechanical Design

IF3

2026-02-01

PREAI

Yousefpour, Amin; Hosseinmardi, Shirin; Sun, Xiangyu; Bostanabad, Ramin

Compliance minimization via physics-informed Gaussian processes 通过物理信息高斯过程的合规性最小化

Structural and Multidisciplinary Optimization

IF4

2025-11-24

PREAI

Xiangyu Sun; Amin Yousefpour; Shirin Hosseinmardi; Ramin Bostanabad

Learning mappings in mesh-based simulations 在基于网格的模拟中学习映射

Structural and Multidisciplinary Optimization

IF4

2025-09-26

PREAI

Shirin Hosseinmardi; Ramin Bostanabad

Operator learning with Gaussian processes

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2025-02-01

OAAI

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

A gaussian process framework for solving forward and inverse problems involving nonlinear partial differential equations 用于解决涉及非线性偏微分方程的正反问题的高斯过程框架

COMPUTATIONAL MECHANICS

IF3.8

2024-10-19

PREAI

Mora, Carlos; Yousefpour, Amin; Hosseinmardi, Shirin; Bostanabad, Ramin

Parametric encoding with attention and convolution mitigate spectral bias of neural partial differential equation solvers

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

IF4

2024-07-16

PREAI

Shishehbor, Mehdi; Hosseinmardi, Shirin; Bostanabad, Ramin

Data-driven physics-constrained recurrent neural networks for multiscale damage modeling of metallic alloys with process-induced porosity 数据驱动的物理约束递归神经网络，用于具有过程诱导孔隙率的金属合金的多尺度损伤建模

COMPUTATIONAL MECHANICS

IF3.8

2024-01-11

PREAI

Deng, Shiguang; Hosseinmardi, Shirin; Wang, Libo; Apelian, Diran; Bostanabad, Ramin

研究方向