| An overview of machine learning techniques for radiowave propagation modeling A Seretis, CD Sarris IEEE Transactions on Antennas and Propagation 70 (6), 3970-3985, 2021 | 106 | 2021 |
| Toward physics-based generalizable convolutional neural network models for indoor propagation A Seretis, CD Sarris IEEE Transactions on Antennas and Propagation 70 (6), 4112-4126, 2022 | 37 | 2022 |
| Artificial neural network models for radiowave propagation in tunnels A Seretis, X Zhang, K Zeng, CD Sarris IET Microwaves, Antennas & Propagation 14 (11), 1198-1208, 2020 | 29 | 2020 |
| Uncertainty quantification of radio propagation models using artificial neural networks A Seretis, X Zhang, CD Sarris 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2019 | 8 | 2019 |
| Fast selection of indoor wireless transmitter locations with generalizable neural network propagation models A Seretis, C Xu, C Sarris IEEE Transactions on Antennas and Propagation, 2024 | 7 | 2024 |
| Ray-tracing driven ANN propagation models for indoor environments at 28 GHz A Seretis, T Hashimoto, K Zeng, CD Sarris 2020 IEEE International Symposium on Antennas and Propagation and North …, 2020 | 7 | 2020 |
| Generalizable machine-learning-based modeling of radiowave propagation in stadiums A Seretis, V Jevremovic, A Jemmali, CD Sarris IEEE Open Journal of Antennas and Propagation 4, 1116-1128, 2023 | 5 | 2023 |
| A generative adversarial network approach for indoor propagation modeling with ray-tracing A Seretis, T Hashimoto, CD Sarris 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2021 | 5 | 2021 |
| Physics-informed machine learning models for indoor Wi-Fi access point placement D Cui, G Yang, S Ji, S Luo, A Seretis, CD Sarris 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2021 | 4 | 2021 |
| A Hybrid Machine Learning-Based Model for Indoor Propagation A Seretis, CD Sarris 2022 16th European Conference on Antennas and Propagation (EuCAP), 1-5, 2022 | 2 | 2022 |
| Advanced Neural Network Based Propagation Models for 3-D Indoor Geometries C Xu, A Seretis, V Jevremovic, A Jemmali, CD Sarris 2024 IEEE INC-USNC-URSI Radio Science Meeting (Joint with AP-S Symposium …, 2024 | | 2024 |
| Physics-Based Propagation Models Enabled by Machine Learning A Seretis University of Toronto (Canada), 2024 | | 2024 |
| Embedding General Antenna Patterns in Machine Learning Based Propagation Models A Seretis, CD Sarris 2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2023 | | 2023 |
| Physics-Informed Convolutional Neural Network for Indoor Localization F Ashqar, R Khoury, C Wood, YH Yeh, A Seretis, CD Sarris 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2021 | | 2021 |
| AI-Driven Wireless Propagation Models and Applications A Seretis, CD Sarris 2021 International Applied Computational Electromagnetics Society Symposium …, 2021 | | 2021 |
Costas SarrisProfessor of Electrical and Computer Engineering, University of Torontoبريد إلكتروني تم التحقق منه على utoronto.ca