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Shirin Hosseinmardi — most-cited papers & profile · AI for Science
← authors
·
overview
Shirin Hosseinmardi
4
papers ·
20
citations ·
5
h-index
University of California, Irvine · University of California System · University of California, Berkeley
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Most-cited papers
Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers
2024 · 11 citations
A Gaussian Process Framework for Solving Forward and Inverse Problems Involving Nonlinear Partial Differential Equations
2024 · 7 citations
Localized Physics-informed Gaussian Processes with Curriculum Training for Topology Optimization
2025 · 2 citations
Multi-material Multi-physics Topology Optimization with Physics-informed Gaussian Process Priors
2026
Top co-authors
Ramin Bostanabad
· 4
Amin Yousefpour
· 3
Carlos Mora
· 1
Mehdi Shishehbor
· 1
Xiangyu Sun
· 1
Xiangyu Sun
· 1
Topics
Physics ML
Materials
Math & Equations