AIMC Topic: Lasers

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Composition analysis of ceramic raw materials using laser-induced breakdown spectroscopy and autoencoder neural network.

Analytical methods : advancing methods and applications Mar 31, 2022
In the ceramic production process, the content of Si, Al, Mg, Fe, Ti and other elements in the ceramic raw materials has an important impact on the quality of the ceramic products. Exploring a method that can quickly and accurately analyze the conten...
Lasers Spectrum Analysis Neural Networks, Computer Ceramics
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Real-time reconstruction of high energy, ultrafast laser pulses using deep learning.

Scientific reports Mar 29, 2022
We report a method for the phase reconstruction of an ultrashort laser pulse based on the deep learning of the nonlinear spectral changes induce by self-phase modulation. The neural networks were trained on simulated pulses with random initial phases...
Deep Learning Light Lasers
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A UWB-Based Lighter-Than-Air Indoor Robot for User-Centered Interactive Applications.

Sensors (Basel, Switzerland) Mar 8, 2022
Features such as safety and longer flight times render lighter-than-air robots strong candidates for indoor navigation applications involving people. However, the existing interactive mobility solutions using such robots lack the capability to follow...
Software Robotics Humans Household Articles Lasers
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Rapid Bacterial Detection in Urine Using Laser Scattering and Deep Learning Analysis.

Microbiology spectrum Mar 2, 2022
Images of laser scattering patterns generated by bacteria in urine are promising resources for deep learning. However, floating bacteria in urine produce dynamic scattering patterns and require deep learning of spatial and temporal features. We hypot...
Male Deep Learning Female Lasers Urinalysis Urinary Tract Infections Humans Bacteria
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Robot Localization in Tunnels: Combining Discrete Features in a Pose Graph Framework.

Sensors (Basel, Switzerland) Feb 11, 2022
Robot localization inside tunnels is a challenging task due to the special conditions of these environments. The GPS-denied nature of these scenarios, coupled with the low visibility, slippery and irregular surfaces, and lack of distinguishable visua...
Robotics Lasers
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Magnetic-Actuated Robot Enables High-Performance Underwater Bubble Maneuvering on Laser-Textured Biomimetic Slippery Surfaces.

Langmuir : the ACS journal of surfaces and colloids Feb 4, 2022
Controllable underwater gas bubble (UGB) transport on a surface is realized by geography-/stimuli-induced wettability gradient force (). Unfortunately, the high-speed maneuvering of UGBs along free routes on planar surfaces remains challenging. Herei...
Wettability Magnetic Phenomena Robotics Lasers Biomimetics
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Accuracy improvement on quantitative analysis of the total iron content in branded iron ores by laser-induced breakdown spectroscopy combined with the double back propagation artificial neural network.

Analytical methods : advancing methods and applications Jan 27, 2022
The rapid and accurate quantitative analysis of the total iron (TFe) content in iron ores is extremely important in global iron ore trade. Due to the matrix effect among iron ores from different origins, it is a major challenge to accurately determin...
Lasers Regression Analysis Neural Networks, Computer Spectrum Analysis Iron
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Laser Curve Extraction of Wheelset Based on Deep Learning Skeleton Extraction Network.

Sensors (Basel, Switzerland) Jan 23, 2022
In this paper, a new algorithm for extracting the laser fringe center is proposed. Based on a deep learning skeleton extraction network, the laser stripe center can be extracted quickly and accurately. Skeleton extraction is the process of reducing t...
Lasers Image Processing, Computer-Assisted Skeleton Algorithms Deep Learning
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A Neural Network-Based Method for Fast Capture and Tracking of Laser Links between Nonorbiting Platforms.

Computational intelligence and neuroscience Jan 21, 2022
In this paper, a neural network approach is used to conduct an in-depth study and analysis of the fast capture tracking method for laser links between nonorbiting platforms. The experimental platform of the convolutional neural network- (CNN-) based ...
Neural Networks, Computer Light Computer Simulation Lasers
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A photonic crystal fiber-based fluorescence sensor for simultaneous and sensitive detection of lactic acid enantiomers.

Analytical and bioanalytical chemistry Jan 13, 2022
A photonic crystal fiber (PCF)-based fluorescence sensor is developed for rapid and sensitive detection of lactic acid (LA) enantiomers in serum samples. The sensor is fabricated by chemical binding dual enzymes on the inner surface of the PCF with n...
Lasers L-Lactate Dehydrogenase Stereoisomerism Equipment Design Fluorescence Enzymes, Immobilized Humans Reproducibility of Results Microscopy, Electron, Scanning Sensitivity and Specificity Limit of Detection Optics and Photonics Lactic Acid Spectroscopy, Fourier Transform Infrared
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