Logistic regression for machine learning in process tomography
The main goal of the research presented in this paper was to develop a refined machine
learning algorithm for industrial tomography applications. The article presents algorithms …
learning algorithm for industrial tomography applications. The article presents algorithms …
Structural engineering from an inverse problems perspective
The field of structural engineering is vast, spanning areas from the design of new
infrastructure to the assessment of existing infrastructure. From the onset, traditional entry …
infrastructure to the assessment of existing infrastructure. From the onset, traditional entry …
Comparison of machine learning methods for image reconstruction using the LSTM classifier in industrial electrical tomography
Electrical tomography is a non-invasive method of monitoring the interior of objects, which is
used in various industries. In particular, it is possible to monitor industrial processes inside …
used in various industries. In particular, it is possible to monitor industrial processes inside …
Quality assessment of the neural algorithms on the example of EIT-UST hybrid tomography
The paper presents the results of research on the hybrid industrial tomograph electrical
impedance tomography (EIT) and ultrasonic tomography (UST)(EIT-UST), operating on the …
impedance tomography (EIT) and ultrasonic tomography (UST)(EIT-UST), operating on the …
[PDF][PDF] Innovative methods of neural reconstruction for tomographic images in maintenance of tank industrial reactors
The article presents an innovative concept of improving the monitoring and optimization of
industrial processes. The developed method is based on a system of many separately …
industrial processes. The developed method is based on a system of many separately …
Application of capacitive techniques to investigate water transport and other durability indicators of cement-based materials: A review
W Wang, P Zhang, J Bao, Y Feng - Journal of Building Engineering, 2024 - Elsevier
Abstract Service life and durability of concrete structures have become one of the most
concerning issues in civil engineering because of their economic and ecological …
concerning issues in civil engineering because of their economic and ecological …
Historical buildings dampness analysis using electrical tomography and machine learning algorithms
The article deals with the problem of detecting moisture in the walls of historical buildings.
As part of the presented research, the following four methods based on mathematical …
As part of the presented research, the following four methods based on mathematical …
[HTML][HTML] Use of the double-stage LSTM network in electrical tomography for 3D wall moisture imaging
This paper deals with a new two-step algorithmic method to improve the accuracy of imaging
moisture in building walls using electrical impedance tomography (EIT). The problem of …
moisture in building walls using electrical impedance tomography (EIT). The problem of …
Electrical impedance tomography in 3D flood embankments testing–elastic net approach
The article presents non-destructive testing based on electrical impedance tomography (EIT)
for spatial (3D) monitoring of flood embankments. Therefore, to solve the inverse problem of …
for spatial (3D) monitoring of flood embankments. Therefore, to solve the inverse problem of …
Development and application of a novel low-cost capacitive sensor for accurate rebar position detection
A novel effective while low-cost capacitive transducer (CT), which can precisely measure
rebar size and reinforcement position in both x-axis and y-axis under concrete cover using …
rebar size and reinforcement position in both x-axis and y-axis under concrete cover using …