Projects per year
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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Dive into the research topics where Nirvana Meratnia is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Active
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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 → 30/06/28
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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Analyzing the Impact of Data Augmentation on the Explainability of Deep Learning-Based Medical Image Classification
Liu, F., Karagoz, G. (Corresponding author) & Meratnia, N., Mar 2025, In: Machine Learning and Knowledge Extraction (MAKE). 7, 1, 28 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile51 Downloads (Pure) -
Deep learning based phase retrieval with complex beam shapes for beam shape correction
Yan, S. (Corresponding author), Off, R., Yayak, A., Wudy, K., Aghajani-Talesh, A., Birg, M., Grünewald, J., Holenderski, M. J. & Meratnia, N., 10 Mar 2025, In: Optics Express. 33, 5, p. 10806-10834 29 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile58 Downloads (Pure) -
MmWave beam path blockage prevention through codebook value prediction under domain shift
van Berlo, B. R. D. (Corresponding author), Özçelebi, T. & Meratnia, N., May 2025, In: Internet of Things. 31, 35 p., 101584.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Downloads (Pure) -
Navigating the International Data Space To Build Edge-Driven Cross-Domain Dataspace Ecosystem
Singh, P. (Corresponding author-nrf), Meratnia, N., Beliatis, M. J. & Presser, M., 25 Jan 2025, Global Internet of Things and Edge Computing Summit: First Global Summit, GIECS 2024, Brussels, Belgium, September 24–25, 2024, Proceedings. Presser, M., Skarmeta, A., Krco, S. & González Vidal, A. (eds.). Cham: Springer, p. 151-168 18 p. (Communications in Computer and Information Science (CCIS); vol. 2328).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Poison Playground: Benchmarking State-of-the-Art Poisoning Attacks and Defenses on Vertical and Horizontal Federated Learning
Ahmed, Y., Sverdlov, M. & Meratnia, N., 25 Feb 2025, 2024 4th Intelligent Cybersecurity Conference, ICSC 2024. Jararweh, Y., Alsmirat, M. & Lloret, J. (eds.). Institute of Electrical and Electronics Engineers, p. 8-16 9 p. 10895779Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Datasets
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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. (Creator), 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
Courses
Press/Media
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)