Dr.-Ing. Parmida Geranmayeh
- Machine Learning for Wireless Communication Systems
- Beamforming and Antenna Optimization
- 5G/6G Mobile Networks and mmWave Communication
- Optimization Methods and Game Theory
- Signal Processing and MIMO Systems
- P. Geranmayeh, E. Grass,
“Machine Learning Based Beam Selection for Maximizing Wireless Network Capacity,” IEEE Access, 2024 - P. Geranmayeh, E. Grass,
“Optimization of Beamforming and Transmit Power using DQN and Comparison with Traditional Techniques,” IEEE Access, 2025 - P. Geranmayeh, E. Grass,
“Reinforcement Learning Based Antenna Beam Selection for Wireless Communications in Urban Environments,” Wireless Personal Communications, Springer, 2025 - Z. Rashidi, V. Hakami, P. Geranmayeh, S. Rajaee,
“Distributed content placement in cache-enabled small cell networks with incomplete information,” Neural Computing and Applications, 2022 - P. Geranmayeh, E. Grass,
“Efficient Beam Selection for Increased Overall Wireless Network Capacity,” ICCNT 2024 - P. Geranmayeh, E. Grass,
“Impact of Patch Array Antenna Size and Beampattern on Wireless Network Capacity,” ASIANComNet 2024 - P. Geranmayeh, E. Grass,
“Comparison of Optimization Techniques and Machine Learning Methods for Optimized Beamforming in Wireless Networks,” APWC 2024 - P. Geranmayeh, E. Grass,
“Neural Networks for Predicting the Optimal Beamforming Angles,” ICAIIC 2024 - P. Geranmayeh, E. Grass,
“Enhancing mmWave Wireless Network Capacity through Machine Learning,” IEEE Future Networks World Forum, 2024 - P. Geranmayeh, E. Grass,
“Comparative Analysis of Optimization and Machine Learning Methods,” VDE ITG Fachtagung Mobilkommunikation, 2025 - P. Geranmayeh, E. Grass,
“Optimizing Beamforming and Transmission Power for Improving mmWave Wireless Network Performance,” AI-SI 2025 - P. Geranmayeh, E. Grass,
“Optimization of Wireless Network Capacity Using Detailed Room Model,” submitted, 2025
- “Investigation of Optimization Techniques for Resource Allocation in Wireless Networks,” Ph.D. thesis, 2025, Berlin
- “Optimizing Beamforming and Transmission Power for Improving mmWave Wireless Network Performance,” AI-SI 2025, Kuala Lumpur
Presentation at the “Computer Science GONG SHOW” as part of Computer Science Day 2024 at Humboldt University of Berlin, 2024, Berlin
Additional presentations at international IEEE conferences (2023–2025), including:
• ICCNT 2024, Madrid
• ASIANComNet 2024, Bangkok
• APWC 2024, Lisbon
• ICAIIC 2024, Osaka
• IEEE Future Networks World Forum 2024, Dubai
• VDE ITG Mobile Communications 2025, Osnabrück
• Best Presenter Award, IEEE International Conference on Artificial Intelligence for Sustainable Innovation (AI-SI 2025), Kuala Lumpur, Malaysia
• Reviewer for the journal *Physical Communication* (Elsevier), 2025
• Session Chair, IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC), 2024
• Doctoral Fellowship from the German Research Foundation (DFG)
• Government Scholarship (B.Sc. and M.Sc.)
• First place in the M.Sc. program
• Award at the 19th High School Physics Competition (1st prize)
• Teaching Assistant in the field of programming
• Assisting with courses in basic and advanced programming
• Since February 2026
Research Assistant at the Faculty of Electrical Engineering and Information Technology, Dortmund Technical University
• July 2022 – October 2025
Research Assistant at the Institute of Computer Science, Humboldt University of Berlin (Ph.D. candidate)
• Oct 2018 – Sep 2020
Master’s degree in Information Technology Engineering (M.Sc.), Iran University of Science and Technology
• Sep 2014 – Sep 2018
Bachelor’s degree in Computer Engineering (B.Sc.), Iran University of Science and Technology