Get started
Author

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
2022 · Sadia Noureen, Muhammad Qasim Mehmood, et al. · Nanoscale · 51
PDF
Deep learning based hybrid sequence modeling for optical response retrieval in metasurfaces for STPV applications
2021 · Sadia Noureen, Muhammad Zubair, et al. · Optical Materials Express · 34
Machine-learning-driven accelerated design-method for meta-devices
2023 · Sumbel Ijaz, Sadia Noureen, et al. · Materials Today Communications · 31
Multi-material described metasurface solar absorber design with absorption prediction using machine learning models
2023 · Sumbel Ijaz, Sadia Noureen, et al. · Materials Today Communications · 24
Physics-driven tandem inverse design neural network for efficient optimization of UV–Vis meta-devices
2023 · Sadia Noureen, Iqrar Hussain Syed, et al. · Applied Surface Science Advances · 18
Application of machine-learning techniques for characteristic analysis of refractory materials
2022 · Sumbel Ijaz, Sadia Noureen, et al. · 11
Amplitude and Phase engineered all-dielectric metasurface for finite energy self-accelerating airy beam generation
2020 · Sadia Noureen, Hammad Ahmed, et al. · Nanoengineering: Fabrication, Properties, Optics, Thin Films, and Devices · 9
Highly Efficient All-dielectric Metasurfaces for Airy Beam Generation in Visible Domain
2020 · Hammad Ahmed, Sadia Noureen, et al. · International Bhurban Conference on Applied Sciences and Technology (IBCAST) · 9
Deep-learning based design and modeling for chiro-optical dielectric metasurfaces
2023 · Sadia Noureen, Hafiz Saad Khaliq, et al. · Nanophotonics, Micro/Nano Optics, and Plasmonics · 8
A Machine Learning-based Approach to Model Highly-thermally Robust Metasurface Absorber
2022 · Sumbel Ijaz, Sadia Noureen, et al. · Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR) · 8
Reducing Complexity and data-set-Size Through Physics Inspired Tandem Neural Network
2023 · Sadia Noureen, Iqrar Hussain Syed, et al. · IEEE International Symposium on Circuits and Systems proceedings · 6
Trans-reflective tunable color filter using electro-optic material
2024 · Ayesha Kanwal, Ahsan Sarwar Rana, et al. · Optical Materials Express · 5
Deep Learning based Sequence Modeling for Optical response retrieval of photonic nanostructures
2021 · Sadia Noureen, Muhammad Zubair, et al. · International Bhurban Conference on Applied Sciences and Technology (IBCAST) · 5
Deep-learning empowered unique and rapid optimization of meta-absorbers for solar thermophotovoltaics
2024 · Sadia Noureen, Sumbel Ijaz, et al. · Optical Materials Express · 4
Enhancing reality: metalens array and color filter integration for immersive AR/VR
2024 · Muhammad Fizan, Sadia Noureen, et al. · Integrated Photonics Platforms · 1
AI-enabled smart LSCI system for early diagnosis of diabetic foot ulcers
2024 · Aqeel Ur-Rehman, Sadia Noureen, et al. · Biomedical Spectroscopy, Microscopy, and Imaging · 1
Efficient designing optical switch by phase change material metasurface via Tab Transformer-based approach
2026 · Chaohuan Wu, Abdul Wahab, et al. · Optics Communications
HeteroM-ILT: hybrid CNN and state space model for high-fidelity mask optimization
2026 · Xinhao Zhang, Jamal Abdul Nasir, et al. · Journal of Micro/Nanopatterning Materials and Metrology
SwinTransILT: a physics-aware Swin Vision transformer for inverse lithographic mask optimization
2025 · Jamal Abdul Nasir, Sadia Noureen, et al. · Journal of Micro/Nanopatterning Materials and Metrology
Automated Mitosis Detection in Breast Cancer Histopathology Images Using Deep Learning
2025 · Umair Makhdoom, Usman Ali Shams, et al. · International Conference on Frontiers of Information Technology (FIT)
Phase-space-driven ILT with swin transformers: a generative AI framework for sub-wavelength mask optimization
2025 · Sadia Noureen, Jamal Abdul Nasir, et al. · International Workshop on Advanced Patterning Solutions (IWAPS)
Design and Simulation of Compact AR/VR Optics: Integrating Metalens Array with RGB Filters
2025 · Muhammad Fizan, Sadia Noureen, et al. · Journal of materials research/Pratt's guide to venture capital sources
Non-Invasive Glucose Monitoring Using Wireless Circular Spiral Resonator Sensor
2025 · Sikandar Abbas, Ammar Rafique, et al. · Digest - IEEE Antennas and Propagation Society. International Symposium
PDF
Human Vascular Analysis Based on Laser Speckle Contrast Imaging for Dermatology Applications
2025 · Aqeel Ur Rehman, Sadia Noureen, et al. · Photonics & Electromagnetics Research Symposium - Spring (PIERS-Spring)
RF Low-Pass Filter with Enhanced Roll-Off and Wide Stopbands for Wireless Applications
2025 · Sikandar Abbas, Sadia Noureen, et al. · International Conference on Microwave, Antennas & Circuits (ICMAC)
Works count: 32
Citation count: 225
H-index: 8
I10-index: 6
Year
Topic
Type