Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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Al-driven applications to smarten Power System Operation' AISO TKI HTSM/24.0072 (project) en TKI-HTSM/23.0533 (programma) W&I IRIS
Meratnia, N. (Project Manager) & Dube, D. (Project member)
1/01/22 → 16/04/29
Project: Third tier
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INTERSECT
Weffers, H. (Project Manager), Kempinski, S. (Project member), Meratnia, N. (Project member), Özçelebi, T. (Project member), van den Brand, M. G. J. (Project member), Kurtev, I. (Project member), Hatefi, Z. (Project member), Bibi, I. (Project member), Luyk, M. (Project communication officer), Leite, C. (Project member), Gankhuyag, G. (Project member), Allodi, L. (Project member), Bekkers, R. N. A. (Project member), Etalle, S. (Project member), Sciancalepore, S. (Project member), Özçelebi, T. (Project member) & den Hartog, J. I. (Project member)
1/09/20 → …
Project: Research direct
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Intellight Lighting
Özçelebi, T. (Project Manager), Mahmoudi, A. (Project member) & Meratnia, N. (Project member)
1/01/20 → 31/12/25
Project: Third tier
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A Cross-Domain Benchmark of Intrinsic and Post Hoc Explainability for 3D Deep Learning Models
Chakraborty, A., Karagoz, G. (Corresponding author) & Meratnia, N., Feb 2026, In: Journal of Imaging. 12, 2, 20 p., 63.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile20 Downloads (Pure) -
AEBNAS: Strengthening Exit Branches in Early-Exit Networks through Hardware-Aware Neural Architecture Search
Robben, O. A. M., Khalilian Gourtani, S. & Meratnia, N., 20 Jan 2026, 2025 3rd International Conference on Federated Learning Technologies and Applications, FLTA 2025. Awaysheh, F. M. & Alawadi, S. (eds.). Institute of Electrical and Electronics Engineers, p. 580-587 8 p. 11336357Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Efficient Gerchberg–Saxton algorithm deep unrolling for phase retrieval with a complex forward path
Yan, S. (Corresponding author), Holenderski, M. J. & Meratnia, N., Mar 2026, In: Advanced Photonics Nexus. 5, 2, 27 p., 026005.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile71 Downloads (Pure) -
LLM-based harmonized data ingestion for dataspace: a novel system for automating data ingestion across heterogeneous data sources
Singh, P., Gaspari, M. (Corresponding author), Meratnia, N. & Presser, M., 7 Jun 2026, In: Knowledge-Based Systems. 342, 15 p., 115800.Research output: Contribution to journal › Review article › peer-review
Open AccessFile7 Downloads (Pure) -
XIME3D: A Systematic Framework for Evaluating Explainable AI in 3D Medical Imaging under CT Image Pre-Processing Variations
Karagoz, G., Özçelebi, T. & Meratnia, N., 2026, Proceedings of The Second AAAI Bridge Program on AI for Medicine and Healthcare. PMLR, p. 159-168 10 p. (Proceedings of Machine Learning Research; vol. 317).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Datasets
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Processed InShaPe dataset: large-scale multi-shape phase retrieval dataset for PBF-LB/M laser beam shaping SLM phase mask estimation
Yan, S. (Creator), Holenderski, M. J. (Supervisor) & Meratnia, N. (Supervisor), SPIE, 3 Oct 2025
DOI: 10.6084/m9.figshare.30131893.v4
Dataset
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26 GHz OFDM and 77 GHz FMCW Radar Dataset for Domain Shift Invariant Blockage Prediction
Miao, Y. (Creator), van Berlo, B. R. D. (Creator), Mao, K. (Creator), Hersyandika, R. (Contributor), Pollin, S. (Creator), Meratnia, N. (Creator) & Willetts, B. (Creator), 4TU.Centre for Research Data, 7 Jul 2023
DOI: 10.4121/22117145, https://data.4tu.nl/datasets/838cf4b1-c9c5-4488-bbd7-bd794c4894c1 and one more link, https://data.4tu.nl/datasets/838cf4b1-c9c5-4488-bbd7-bd794c4894c1/2 (show fewer)
Dataset
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Large-scale multi-beamshape phase retrieval dataset based on Zernike coefficients for PBF-LB/M systems
Yan, S. (Creator), Off, R. (Contributor), Yayak, A. (Contributor), Wudy, K. (Contributor), Aghajani-Talesh, A. (Contributor), Birg, M. (Contributor), Grünewald, J. (Contributor), Holenderski, M. J. (Contributor) & Meratnia, N. (Creator), Optica Publishing Group, 21 Oct 2025
DOI: 10.6084/m9.figshare.27650703.v2, https://opticapublishing.figshare.com/articles/dataset/Large-scale_multi-beamshape_phase_retrieval_dataset_based_on_Zernike_coefficients_for_PBF-LB_M_systems/27650703/1
Dataset
Courses
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Capita Selecta Interconnected Resource-aware Intelligent Systems
Meratnia, N. 1/09/15 → 31/08/26
Course
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Seminar Interconnected Resource-aware Intelligent Systems (IRIS)
Meratnia, N. 1/09/15 → 31/08/26
Course
Press/Media
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Eindhoven University of Technology Researchers Target Sensor Research (A Codeword-Independent Localization Technique for Reconfigurable Intelligent Surface Enhanced Environments Using Adversarial Learning)
3/02/23
1 item of Media coverage
Press/Media: Expert Comment
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Research areas
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Pervasive computing
Meratnia, N. (Content manager) & Luyk, M. (Administrative support)
Impact: Research Topic/Theme (at group level)
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Pervasive networking
Meratnia, N. (Content manager) & Luyk, M. (Administrative support)
Impact: Research Topic/Theme (at group level)
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Predictable performance
Meratnia, N. (Content manager) & Luyk, M. (Content manager)
Impact: Research Topic/Theme (at group level)