Peyman Mahoutı

A Microstrip Monopole Antenna Design for 5G Sub‐6 GHz Applications Using Deep Learning

IET Communications

On Direct EM-Driven Optimization of Reflectarray Antennas for Gain Enhancement and Sidelobe Suppression

IEEE Transactions on Antennas and Propagation

Knowledge‐Based Methodology of CPW‐Fed Open Stub Loaded C‐Shaped Microstrip Antenna by Surrogate‐Based Modeling

International Journal of RF and Microwave Computer-Aided Engineering

Computationally Efficient Design Optimization of Multiband Antenna Using Deep Learning–Based Surrogate Models

International Journal of RF and Microwave Computer-Aided Engineering

Detection and classification of human respiration under building debris model using VHF/UHF waves

Neural Computing and Applications

Variable data structures and customized deep learning surrogates for computationally efficient and reliable characterization of buried objects

Scientific Reports

Deep-learning-based precise characterization of microwave transistors using fully-automated regression surrogates

Scientific Reports

Rapid Design of 3D Reflectarray Antennas by Inverse Surrogate Modeling and Regularization

IEEE Access

Data-Driven Surrogate-Assisted Optimization of Metamaterial-Based Filtenna Using Deep Learning

Electronics

Data driven surrogate modeling of horn antennas for optimal determination of radiation pattern and size using deep learning

Microwave and Optical Technology Letters

Data Driven Surrogate Modeling of Phase Array Antennas Using Deep Learning for Millimetric Band Applications

IEEE Access

Buried object characterization by data-driven surrogates and regression-enabled hyperbolic signature extraction

Scientific Reports

Buried Object Characterization Using Ground Penetrating Radar Assisted by Data-Driven Surrogate-Models

IEEE Access

Optimal design of transmitarray antennas via low-cost surrogate modelling

Scientific Reports

Design and Realization of Broadband Active Inductor Based Band Pass Filter

Chinese Journal of Electronics

Vivaldi Antenna Design With Frequency Selective Surfaces for GPR Applications

Data-driven modeling of microstrip reflectarray unit element design

Reliable Computationally Efficient Behavioral Modeling of Microwave Passives Using Deep Learning Surrogates in Confined Domains

IEEE Transactions on Microwave Theory and Techniques

3D EM data driven surrogate based design optimization of traveling wave antennas for beam scanning in X-band: an application example

Wireless Networks

Surrogate-Based Design Optimization of Multi-Band Antenna

The Applied Computational Electromagnetics Society Journal (ACES)