[HTML][HTML] Deep learning in optical metrology: a review

C Zuo, J Qian, S Feng, W Yin, Y Li, P Fan… - Light: Science & …, 2022 - nature.com
With the advances in scientific foundations and technological implementations, optical
metrology has become versatile problem-solving backbones in manufacturing, fundamental …

Massive MIMO detection techniques: A survey

MA Albreem, M Juntti… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) is a key technology to meet the user demands
in performance and quality of services (QoS) for next generation communication systems …

Denoising diffusion restoration models

B Kawar, M Elad, S Ermon… - Advances in Neural …, 2022 - proceedings.neurips.cc
Many interesting tasks in image restoration can be cast as linear inverse problems. A recent
family of approaches for solving these problems uses stochastic algorithms that sample from …

[图书][B] Data-driven science and engineering: Machine learning, dynamical systems, and control

SL Brunton, JN Kutz - 2022 - books.google.com
Data-driven discovery is revolutionizing how we model, predict, and control complex
systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and …

Edge intelligence: Empowering intelligence to the edge of network

D Xu, T Li, Y Li, X Su, S Tarkoma, T Jiang… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Edge intelligence refers to a set of connected systems and devices for data collection,
caching, processing, and analysis proximity to where data are captured based on artificial …

CNN and Convolutional Autoencoder (CAE) based real-time sensor fault detection, localization, and correction

D Jana, J Patil, S Herkal, S Nagarajaiah… - … Systems and Signal …, 2022 - Elsevier
Increasing advances in sensing technologies and analytics have led to the proliferation of
sensors to monitor structural and infrastructural systems. Accurate sensor data can provide …

[PDF][PDF] 压缩传感综述

李树涛, 魏丹 - 自动化学报, 2009 - aas.net.cn
摘要在传统采样过程中, 为了避免信号失真, 采样频率不得低于信号最高频率的2 倍.
然而对于数字图像, 视频的获取, 依照香农(Shannon) 定理会导致海量采样数据 …

Roadmap on wavefront shaping and deep imaging in complex media

S Gigan, O Katz, HB De Aguiar… - Journal of Physics …, 2022 - iopscience.iop.org
The last decade has seen the development of a wide set of tools, such as wavefront
shaping, computational or fundamental methods, that allow us to understand and control …

DAGAN: deep de-aliasing generative adversarial networks for fast compressed sensing MRI reconstruction

G Yang, S Yu, H Dong, G Slabaugh… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Compressed sensing magnetic resonance imaging (CS-MRI) enables fast acquisition, which
is highly desirable for numerous clinical applications. This can not only reduce the scanning …

Transient phenomena in ecology

A Hastings, KC Abbott, K Cuddington, T Francis… - Science, 2018 - science.org
BACKGROUND Much of ecological theory and the understanding of ecological systems has
been based on the idea that the observed states and dynamics of ecological systems can be …