Physics|informed deep filtering of ultrasonic guided waves for ...

Physics-informed deep filtering of ultrasonic guided waves for ...

The proposed ultrasonic guided waves enhancement method is effective for early-stage defect inspection and outperforms the traditional guided waves enhancement ...

Physics-informed deep filtering of ultrasonic guided waves for ...

... physics-informed deep filtering method is proposed for ultrasonic guided waves enhancement. In the proposed method, a deep learning model is ...

Physics-informed deep filtering of ultrasonic guided waves for ...

For large-scale structure inspection, the traditional ultrasonic inspection methods are time-consuming and inefficient. Recently, many approaches based on ...

Physics-informed deep filtering of ultrasonic guided waves for ...

Request PDF | On Sep 1, 2023, Xiaomeng Li and others published Physics-informed deep filtering of ultrasonic guided waves for incipient ...

Physics-informed deep filtering of ultrasonic guided waves ... - OA.mg

Read and download Physics-informed deep filtering of ultrasonic guided waves for incipient defect inspection of large-scale square tube structures by ...

Physics-informed deep filtering of ultrasonic guided waves ... - OUCI

Physics-informed deep filtering of ultrasonic guided waves for incipient defect inspection of large-scale square tube structures · Xiaomeng Li · Yi Wang · Xiang ...

Physics informed neural networks for ultrasonic guided wave ...

Ultrasonic Guided Waves (UGWs) are particular elastic waves that propagate in media with specific geometries and materials, typical of many aerospace, civil and ...

Physics-Informed Guided Wavefield Data Completion

The results highlight the potential of our approach to advance ultrasonic wavefield imaging capabilities and open new avenues for Nonde- structive testing and ...

(PDF) Application Research of Ultrasonic-Guided Wave Technology ...

corrosion defects has been increasingly widespread and in-depth. For instance, Zhu et al. conducted numerical studies to ...

Physics-Informed Neural Network-Assisted SHM with Guided Waves ...

... wave number domain filtering imaging [10, 11], and multiple ... Wang et al., "Ultrasonic guided wave imaging with deep learning: Applications in corrosion.

Physics-informed neural networks for identification of material ...

Resonant ultrasound spectroscopy using laser Doppler vibrometer,6 the ultrasonic guided wave method,7 and the ultrasonic bulk wave method8 are some examples of ...

Intro to Guided Waves

Guided waves can achieve much greater inspection ranges than conventional ultrasonic ... inspection without a deep knowledge of the guided wave mechanics at work.

Multichannel filtering and reconstruction of ultrasonic guided wave ...

Multichannel ultrasonic axial-transmission data are multimodal by nature. As guided waves are commonly used in nondestructive material ...

[PDF] Physics-based modelling and simulation of reverberating ...

Physics-informed deep filtering of ultrasonic guided waves for incipient defect inspection of large-scale square tube structures · Physics, Engineering. Journal ...

Unsupervised deep learning framework for temperature ... - Nature

A novel physics-based temperature compensation model for structural health monitoring using ultrasonic guided waves. Struct. Health Monit ...

A Pipe Ultrasonic Guided Wave Signal Generation Network Suitable ...

Microcrack defect quantification using a focusing high-order SH guided wave EMAT: The physics-informed deep neural network GuwNet. IEEE Trans. Ind. Inf ...

Physics-Informed Deep Learning for Advanced Medical Ultrasound

signal sB from a series of compounded plane-wave images by applying a high-pass filter to ... “Ultrasound-Guided Robotic Navigation with Deep Reinforcement ...

Ultrasonic guided wave imaging of pipelines based on physics ...

We propose a deep neural network built upon physical model to reconstruct pipe wall thickness from ultrasonic guided wave (UGW) signals.

[PDF] Noise removal using adaptive filtering for ultrasonic guided ...

Noise removal using adaptive filtering for ultrasonic guided wave testing of pipelines ... 2020. TLDR. A novel deep ... Thornicroft. Engineering, Physics.

Rainbow trapping of ultrasonic guided waves in chirped phononic ...

... wave filtering, energy harvesting, and acoustofluidics ... Negative refraction of elastic waves at the deep-subwavelength scale in a single-phase ...