The dichotomy of neural networks and cryptography: war and peace

B Zolfaghari, T Koshiba - Applied System Innovation, 2022 - mdpi.com
In recent years, neural networks and cryptographic schemes have come together in war and
peace; a cross-impact that forms a dichotomy deserving a comprehensive review study …

A spatially progressive neural network for locally/globally prioritized TDLAS tomography

J Si, G Fu, X Liu, Y Cheng, R Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Tunable diode laser absorption spectroscopy tomography (TDLAST) has been widely
applied for imaging two-dimensional distributions of industrial flow-field parameters, eg …

A quality-hierarchical temperature imaging network for TDLAS tomography

J Si, G Fu, Y Cheng, R Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Tunable diode laser absorption spectroscopy (TDLAS) tomography is a well-established
combustion diagnostic technique for imaging 2-D cross-sectional distributions of critical flow …

Physics-trained neural network for sparse-view volumetric laser absorption imaging of species and temperature in reacting flows

C Wei, KK Schwarm, DI Pineda, RM Spearrin - Optics Express, 2021 - opg.optica.org
A deep learning method for laser absorption tomography was developed to effectively
integrate physical priors related to flow-field thermochemistry and transport. Mid-fidelity …

Efficient and robust CNN-LSTM prediction of flame temperature aided light field online tomography

ZT Niu, H Qi, AT Sun, YT Ren, MJ He… - Science China …, 2024 - Springer
Light field tomography, an optical combustion diagnostic technology, has recently attracted
extensive attention due to its easy implementation and non-intrusion. However, the …

Laser Beam Optimization for TDLAS Tomography from Asymptotic Point Spread Functions

J Wen, Z Cao, H Li, X Zhang, X Xue… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Tunable diode laser absorption spectroscopy (TDLAS) tomography is widely used for gas
temperature and concentration imaging. Laser beam optimization is an efficient way to …

The Dichotomy of Crypto and NN: War and Peace

B Zolfaghari, H Nemati, N Yanai, K Bibak - Crypto and AI: From …, 2023 - Springer
In recent years, NNs, as the basic components in AI models and cryptographic schemes,
have come together in war and peace; a cross-impact forms a dichotomy deserving a …

[PDF][PDF] 基于级联视觉Transformer 与多尺度特征融合的燃烧场温度层析成像

司菁菁, 王晓莉, 程银波, 刘畅 - 电子与信息学报, 2023 - jeit.ac.cn
可调谐二极管激光吸收光谱层析成像(TDLAT) 是一种重要的光学非侵入式燃烧诊断技术,
可实现燃烧场2 维横截面气体温度和浓度等流场参数分布的重建. 该文将视觉Transformer (ViT) …

Robust Temperature and Gas Concentration Imaging by LAS Tomography with Adaptive Basis Function Fitting and Artifact Removal

X Zhang, L Xu, J Wen, K Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Laser absorption spectroscopy (LAS) tomography is an effective method for cross-sectional
imaging of temperature and gas concentration distributions in combustion diagnosis. In this …

[图书][B] Crypto and AI: From Coevolution to Quantum Revolution

B Zolfaghari, HR Nemati, N Yanai, K Bibak - 2023 - Springer
This book studies the intersection between cryptography and AI, highlighting the significant
cross-impact and potential between the two technologies. The authors first study the …