Amplitude/phase retrieval for terahertz holography with supervised and unsupervised physics-informed deep learning

M **ang, H Yuan, L Wang, K Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Most neural networks proposed for computational imaging (CI) in the terahertz (THz) bands
require a large amount of experimental data to optimize their weights and biases. However …

Simultaneous Transmission and Reflection Terahertz Homodyne Imaging System with Integrated Resonant C-Shaped Metalenses

V Cizas, K Redeckas, K Stanaitis, A Bieleviciute… - ACS …, 2025 - ACS Publications
This work introduces an enhanced terahertz (THz) imaging system based on a homodyne
detection scheme with integrated resonant C-shaped complementary split-ring resonator …

Parasitic mixing in photomixers as continuous wave terahertz sources

M Kocybik, M Bauer, F Friederich - Scientific Reports, 2024 - nature.com
We present observations of parasitic frequency components in the emission spectrum of
typical photomixer sources for continuous wave (CW) terahertz generation. Broadband …

Si Superstrate Lenses on Patch-Antenna-Coupled TeraFETs: NEP Optimization and Frequency Fine-Tuning

A Krysl, DB But, K Ikamas, J Holstein… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
This article presents a study on performance optimization and resonant frequency
modification of terahertz (THz) detectors by the use of hyper-hemispherical silicon …

Hybrid Multi-Head Physics-informed Neural Network for Depth Estimation in Terahertz Imaging

M **ang, H Yuan, K Zhou, HG Roskos - arxiv preprint arxiv:2405.18317, 2024 - arxiv.org
Terahertz (THz) imaging is one of the hotspots in the field of optics, where the depth
information retrieval is a key factor to restore the three-dimensional appearance of objects …

Superstrate-lens integration using paraffin wax on top of semiconductor-based THz detector chips

H Yuan, HG Roskos - Lithuanian Journal of Physics, 2023 - lmaleidykla.lt
A detector of electromagnetic radiation may benefit–if its sensor area is small–from the
application of a substrate lens, which focusses the radiation onto the active sensing area of …

2D hydrodynamic simulation of TeraFETs beyond the gradual-channel approximation for transient, large-signal or ultrahigh-frequency simulations

F Ludwig, HG Roskos, R Borsche - arxiv preprint arxiv:2405.18764, 2024 - arxiv.org
In the past decade, detection of THz radiation by plasma-wave-assisted frequency mixing in
antenna-coupled field-effect transistors (TeraFETs)--implemented in various semiconductor …

Reconstruction of partially occluded objects with a physics-driven self-training neural network

M **ang, K Zhou, H Yuan, HG Roskos - arxiv preprint arxiv:2408.13066, 2024 - arxiv.org
This study proposes a novel approach utilizing a physics-informed deep learning (DL)
algorithm to reconstruct occluded objects in a terahertz (THz) holographic system. Taking …

Reconstruction of occluded objects via semi-supervised deep learning

M **ang, H Yuan, K Zhou… - 2024 49th International …, 2024 - ieeexplore.ieee.org
This study proposes a novel approach to reconstruct occluded objects in terahertz (THz)
holographic systems using physics-informed deep learning (DL) algorithms. By …

Depth Reconstruction for Reference-Free THz Holography Based on Physics-Informed Deep Learning

M **ang, H Yuan, L Wang, K Zhou… - … on Infrared, Millimeter …, 2023 - ieeexplore.ieee.org
This paper demonstrates a depth reconstruction method for THz holography based on deep
learning (DL) algorithm. We incorporate Fresnel diffraction as the physical prior knowledge …