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Jonathan Ethier
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2020 – today
- 2025
- [i10]Alexis Bose, Jonathan Ethier, Ryan Dempsey
, Yifeng Qiu:
Uncertainty Estimation for Path Loss and Radio Metric Models. CoRR abs/2501.06308 (2025) - [i9]Ryan Dempsey
, Jonathan Ethier, Halim Yanikomeroglu:
Investigating Map-Based Path Loss Models: A Study of Feature Representations in Convolutional Neural Networks. CoRR abs/2501.07534 (2025) - [i8]Jonathan Ethier, Mathieu Châteauvert, Ryan Dempsey
, Alexis Bose:
Path Loss Prediction Using Machine Learning with Extended Features. CoRR abs/2501.08306 (2025) - 2024
- [i7]Jonathan Ethier, Mathieu Châteauvert:
Machine Learning-Based Path Loss Modeling with Simplified Features. CoRR abs/2405.10006 (2024) - [i6]Ryan Dempsey
, Jonathan Ethier:
Clutter Classification Using Deep Learning in Multiple Stages. CoRR abs/2408.04407 (2024) - [i5]Muyao Chen, Mathieu Châteauvert, Jonathan Ethier:
Extending Machine Learning Based RF Coverage Predictions to 3D. CoRR abs/2409.00050 (2024) - [i4]Alexis Bose, Jonathan Ethier, Paul Guinand:
Target Strangeness: A Novel Conformal Prediction Difficulty Estimator. CoRR abs/2410.19077 (2024) - [i3]Alexis Bose, Jonathan Ethier, Paul Guinand:
Conformal Prediction for Multimodal Regression. CoRR abs/2410.19653 (2024) - [i2]Ryan Dempsey
, Jonathan Ethier, Halim Yanikomeroglu:
Path Loss Prediction Using Deep Learning. CoRR abs/2411.17752 (2024) - 2023
- [c2]Mathieu Châteauvert, Jonathan Ethier, Pierre Bouchard:
Signal Attenuation through Foliage Estimator (SAFE). UEMCON 2023: 38-41 - 2022
- [j3]Ozan Ozyegen, Sanaz Mohammadjafari, Mucahit Cevik
, Karim El Mokhtari, Jonathan Ethier, Ayse Basar:
An Empirical Study on Using CNNs for Fast Radio Signal Prediction. SN Comput. Sci. 3(2): 131 (2022) - 2021
- [j2]Sanaz Mohammadjafari
, Ozan Ozyegen, Mucahit Cevik, Emir Kavurmacioglu, Jonathan Ethier, Ayse Basar
:
Designing mm-wave electromagnetic engineered surfaces using generative adversarial networks. Neural Comput. Appl. 33(17): 11309-11323 (2021) - 2020
- [j1]Sanaz Mohammadjafari
, Sophie Roginsky, Emir Kavurmacioglu
, Mucahit Cevik, Jonathan Ethier, Ayse Basar Bener
:
Machine Learning-Based Radio Coverage Prediction in Urban Environments. IEEE Trans. Netw. Serv. Manag. 17(4): 2117-2130 (2020) - [i1]Ozan Ozyegen, Sanaz Mohammadjafari, Karim El Mokhtari, Mucahit Cevik, Jonathan Ethier, Ayse Basar:
Deep learning approaches for fast radio signal prediction. CoRR abs/2006.09245 (2020)
2010 – 2019
- 2019
- [c1]Ozan Ozyegen, Emir Kavurmacioglu, Jonathan Ethier, Ayse Basar:
Generative adversarial networks in designing electromagnetic engineered surfaces for mm-Wave band spectrum environments. CASCON 2019: 148-155
Coauthor Index

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