Image de couverture de livre

THz-PINNs: Time-Domain Forward Modeling of Terahertz Spectroscopy with Physics-Informed Neural Networks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhu, Pengfei, Maldague, Xavier
Format:	Preprint
Publié:	2025
Sujets:	Optics
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Modeling Terahertz Propagation via Frequency-Domain Physics-Informed Neural Networks
par: Zhu, Pengfei, et autres
Publié: (2025)

Non-Invasive Diagnosis for Clubroot Using Terahertz Time-Domain Spectroscopy and Physics-Constrained Neural Networks
par: Zhu, Pengfei, et autres
Publié: (2026)

A review of cultural heritage inspection: Toward terahertz from mid-infrared region
par: Zhu, Pengfei, et autres
Publié: (2025)

Advanced Data Processing of THz-Time Domain Spectroscopy Data with Sinusoidally Moving Delay Lines
par: Vogel, Tim, et autres
Publié: (2024)

Fourier Domain Physics Informed Neural Network
par: Musgrave, Jonathan, et autres
Publié: (2024)

Simultaneous Charge Carrier Density Mapping of SiC Epilayers and Substrates with Terahertz Time-Domain Spectroscopy
par: Hennig, Joshua, et autres
Publié: (2025)

Metasurface-based Terahertz Three-dimensional Holography Enabled by Physics-Informed Neural Network
par: Shao, Jingzhu, et autres
Publié: (2026)

Experimental Characterization of Biological Tissue Dielectric Properties through THz Time-Domain Spectroscopy
par: Marini, Elisabetta, et autres
Publié: (2026)

Hybrid Multi-Head Physics-informed Neural Network for Depth Estimation in Terahertz Imaging
par: Xiang, Mingjun, et autres
Publié: (2024)

Ultrafast Electron Temperature Dynamics in Spintronic Terahertz Emitters Studied by Optical-Pump Terahertz-Probe Spectroscopy
par: Selz, Felix, et autres
Publié: (2025)

Optimizing Aperture Geometry in THz-TDS for Accurate Spectroscopy of Quantum Materials
par: Dias, Laura O., et autres
Publié: (2025)

Enhanced Terahertz Spectroscopy of a Monolayer Transition Metal Dichalcogenide
par: Jin, Xin, et autres
Publié: (2024)

Modified Transfer Matrix Method for the Extraction of Material Properties via Terahertz Time-Domain Spectroscopy
par: Rashidi, Kamyar, et autres
Publié: (2025)

Sparse Optimization of Two-Dimensional Terahertz Spectroscopy
par: Wang, Zhengjun, et autres
Publié: (2024)

Fisher Information in Time-Domain Spectroscopy
par: Bolzonello, Luca, et autres
Publié: (2023)

Real-time Terahertz Compressive Optical-Digital Neural Network Imaging
par: Wu, Shao-Hsuan, et autres
Publié: (2025)

Terahertz Time-Domain Spectroscopy and Density Functional Theory Analysis of Low-Frequency Vibrational Modes of a Benzoxazolium-Coumarin Donor-pi-Acceptor Chromophore
par: Sahu, Sidhanta, et autres
Publié: (2025)

Unifying Measurement Schemes in 2-D Terahertz Spectroscopy
par: Liu, Albert
Publié: (2025)

Ultrafast TACOS -- Terahertz-Assisted Chiro-Optical Spectroscopy
par: Terentjevas, Justas, et autres
Publié: (2024)

Bridging Mid-IR and Terahertz Domains in a Single High-Resolution Dual-Comb Spectroscopy Measurement
par: Konnov, D., et autres
Publié: (2025)

Terahertz Synthetic FM Triplet for Distortion-Free Stabilization and Lamb-Dip Spectroscopy
par: Eguchi, Kohei, et autres
Publié: (2026)

Signal estimation and uncertainties extraction in TeraHertz Time Domain Spectroscopy
par: Denakpo, Elsa, et autres
Publié: (2024)

Intense THz s-SNOM for nonlinearity engineering in nanoscale
par: Qi, Pengfei, et autres
Publié: (2025)

Quantitative Single-Shot Supercontinuum-Enhanced Terahertz Spectroscopy (SETS)
par: Nallapareddy, Charan R., et autres
Publié: (2025)

Excitation-Dependent Features and Artifacts in 2-D Terahertz Spectroscopy
par: Liu, Albert, et autres
Publié: (2024)

Physics-Informed Neural Networks in Electromagnetic and Nanophotonic Design
par: Abdelraouf, Omar A. M., et autres
Publié: (2025)

Physics-Informed Graph Neural Network for Inverse Design of Integrated Photonic Biosensors
par: Torabi, Yasaman, et autres
Publié: (2026)

Time-varying Nonlinear Effects in Terahertz Generation
par: Lu, Yongchang, et autres
Publié: (2024)

Holographic Mapping of Orbital Angular Momentum Using a Terahertz Diffractive Optical Neural Network
par: Jia, Wei, et autres
Publié: (2026)

Probing Inhomogeneous Cuprate Superconductivity by Terahertz Josephson Echo Spectroscopy
par: Liu, Albert, et autres
Publié: (2023)

A Telecentric Offset Reflective Imaging System (TORIS) for Terahertz Imaging and Spectroscopy
par: Rezapoor, Pouyan, et autres
Publié: (2025)

Terahertz multispectral polarimetric imaging based on intensity measurement
par: Ahmad, Redwan, et autres
Publié: (2026)

$χ^{(2)}$-Induced Artifact Overwhelming the Third-Order Signal in 2D Raman-THz Spectroscopy of Non-Centrosymmetric Materials
par: Mousavi, Seyyed Jabbar, et autres
Publié: (2024)

Fourier Synthetic Aperture-based Time-resolved Terahertz Imaging
par: Kumar, Vivek, et autres
Publié: (2024)

Broadband Two-Dimensional Far-Field Beam Profiling of Commercial CW Terahertz Photomixers from 0.2 to 1.5 THz
par: Kristensen, Mathias Hedegaard, et autres
Publié: (2025)

Training Large-Scale Optical Neural Networks with Two-Pass Forward Propagation
par: Ahmadnejad, Amirreza, et autres
Publié: (2024)

High-Dynamic Range Broadband Terahertz Time-Domain Spectrometer Based on Organic Crystal MNA
par: Mansourzadeh, Samira, et autres
Publié: (2024)

Beam-Shape Effects and Noise Removal from THz Time-Domain Images in Reflection Geometry in the 0.25-6 THz Range
par: Ljubenovic, Marina, et autres
Publié: (2022)

Principal Component Analysis-Based Terahertz Self-Supervised Denoising and Deblurring Deep Neural Networks
par: Zhu, Pengfei, et autres
Publié: (2026)

Multiscale Physics-Informed Neural Networks for the Inverse Design of Hyperuniform Optical Materials
par: Riganti, Roberto, et autres
Publié: (2024)