Sadia Noureen

A unique physics-inspired deep-learning-based platform introducing a generalized tool for rapid optical-response prediction and parametric-optimization for all-dielectric metasurfaces

Sadia Noureen, Muhammad Qasim Mehmood, Mohsen Ali et al. · Nanoscale · 2022 · 50 citations · Full text

Computing, Materials Engineering, Materials Science +16

Deep learning based hybrid sequence modeling for optical response retrieval in metasurfaces for STPV applications

Sadia Noureen, Muhammad Zubair, Mohsen Ali et al. · Optical Materials Express · 2021 · 32 citations · Full text

Engineering, Electrical Engineering, Materials Science +15

Machine-learning-driven accelerated design-method for meta-devices

Sumbel Ijaz, Sadia Noureen, Bacha Rehman et al. · Materials Today Communications · 2023 · 30 citations · Full text

Architecture, Computer Engineering, Computer Science +10

Multi-material described metasurface solar absorber design with absorption prediction using machine learning models

Sumbel Ijaz, Sadia Noureen, Bacha Rehman et al. · Materials Today Communications · 2023 · 23 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16

Physics-driven tandem inverse design neural network for efficient optimization of UV–Vis meta-devices

Sadia Noureen, Iqrar Hussain Syed, Sumbel Ijaz et al. · Applied Surface Science Advances · 2023 · 15 citations · Full text

Computing, Computer Science, Physics +16