Multiple object tracking using convolutional neural network on aerial imagery sequences

SB Makarov, VA Pavlov, AK Bezborodov… - … Youth Conference on …, 2020 - Springer
In this paper, an application of the neural network algorithm YOLO v2 for detecting and
tracking a group of moving objects of complex shape on aerial imagery sequences is …

Role of liquid backfilling in reducing solidification cracking in aluminium welds

T Soysal, S Kou - Science and Technology of Welding and Joining, 2020 - Taylor & Francis
The solidification cracking susceptibility of aluminium alloys 2024, 2219, 6061 and 7075
was evaluated recently by the transverse motion weldability test (the lower sheet moved in …

Effects of performance measures of non-conventional joining processes on mechanical properties of metal matrix composites

K Singh, SA Bansal, V Khanna… - Metal Matrix Composites, 2022 - taylorfrancis.com
The increased demand for metal matrix composites with enhanced properties in the multi-
disciplinary industries of automobile, medical, and electronics needs advanced joining …

[HTML][HTML] A multi-scale modeling framework for solidification cracking during welding

X Liang, G Agarwal, M Hermans, C Bos, I Richardson - Acta Materialia, 2025 - Elsevier
A multi-scale multi-physics modeling framework has been developed to predict solidification
cracking susceptibility (SCS) during welding. The framework integrates a thermo …

Effect of weld travel speed on solidification cracking behavior. Part 2: testing conditions and metrics

N Coniglio, CE Cross - The International Journal of Advanced …, 2020 - Springer
Solidification cracking is a weld defect common to certain susceptible alloys rendering many
of them unweldable. It forms and grows continuously behind a moving weld pool within the …

Analytical description of the influence of the welding parameters on the hot cracking susceptibility of laser beam welds in aluminum alloys

C Hagenlocher, D Weller, R Weber, T Graf - Metallurgical and Materials …, 2019 - Springer
The grain structure of a weld seam influences its susceptibility to hot cracking during the
welding process. The previously derived explicit analytical expressions allow for the …

Detection and recognition of objects on aerial photographs using convolutional neural networks

VA Pavlov, MA Galeeva - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
The article is devoted to the use of neural network methods to solve the problem of detection
and classification of small objects on aerial photographs. The architectures of YOLO 2 and …

A new solidification cracking test: stationary weld-pool deformation test

T Soysal - Science and Technology of Welding and Joining, 2021 - Taylor & Francis
Various tests have been proposed to assess solidification cracking susceptibility. A new
solidification cracking test, called the stationary weld pool deformation test, is introduced in …

Laser welding of austenitic ferrofluid container for the KRAKsat satellite

R Janiczak, K Pańcikiewicz - Welding in the World, 2021 - Springer
The production of a ferrofluid container, intended for use in the KRAKsat (CubeSat type)
satellite in space conditions, is presented. Mechanized laser beam welding for AISI 316L …

Strain Prediction Using Deep Learning during Solidification Crack Initiation and Growth in Laser Beam Welding of Thin Metal Sheets

W Huo, N Bakir, A Gumenyuk, M Rethmeier, K Wolter - Applied sciences, 2023 - mdpi.com
The strain field can reflect the initiation time of solidification cracks during the welding
process. The traditional strain measurement is to first obtain the displacement field through …