An AttentionāAssisted Machine Learning System for Deep Microorganism Image Classification
An attentionāassisted DenseNet201 framework was developed for the classification of eight microorganism classes from microscopic images. The proposed model improved classification performance and achieved an accuracy of 87.38%. Advances in microbiology and environmental health fundamentally depend on precise and timely microorganism identification ...
Yujie Li +6 more
wiley +1 more source
Urban Water Leakage Detection System over Dark Fiber Networks Based on Distributed Acoustic Sensing and Sparse Autoencoders. [PDF]
Sharif V, Yao Y, Loayssa A, Sagues M.
europepmc +1 more source
Unveiling Turbulence-Induced Stress Dynamics in Dented Pipe Using Acoustic Emission and Time-Frequency Analysis. [PDF]
Firdaus SM +3 more
europepmc +1 more source
Advancing engineering research through context-aware and knowledge graph-based retrieval-augmented generation. [PDF]
Ghosh S, Mittal G.
europepmc +1 more source
Advances in Magnetic UAV Sensing: A Comparative Study of the MagNimbus and MagArrow Magnetometers. [PDF]
Accomando F +6 more
europepmc +1 more source
Deep learning-driven protein binder design for crop improvement. [PDF]
Iqbal MS +4 more
europepmc +1 more source
Analysis of static electricity risks in nonmetallic pipelines for hydrogen transportation. [PDF]
Wang G, Shi J, Wang Z, Yao R.
europepmc +1 more source
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Cyclic Ratcheting Resistance of Buried Pipelines
Offshore Technology Conference, 2017Abstract Upheaval buckling (UHB) is a common issue for high pressure and high temperature (HPHT) pipelines. The out-of-straightness (OOS) of the buried pipelines combined with the high axial compressive forces induced by the extreme operating conditions causes the pipeline to move upwards till the downward soil resistance is sufficient ...
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Oil, and gas pipeline network around the globe are highly complex and are exposed to extreme environmental conditions. Routine inspection and maintenance of these pipelines thus have high priority in the oil and gas operations. Pigging is one of the most promising internal pipeline inspection technique employed by the oil and gas industry, but the pre ...
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Abstract Estimation of peak stresses in buried pipelines due to ground shaking is studied in this paper. Particular attention has been focused on the analysis of the stiffnesses of springs replacing the surrounding ground. It is shown here that these stiffnesses are functions of the wavelengths and frequencies of the seismic disturbance.
P.M. O'Leary, S.K. Datta
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