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ANN deformation prediction model for deep foundation pit with considering the influence of rainfall
Deep foundation pits involving complex soil–water-structure interactions are often at a high risk of failure under heavy rainfall. Predicted...
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Time-series prediction of settlement deformation in shallow buried tunnels based on EMD-SSA-GRNN model
Tunnel settlement deformation monitoring is a complex task and can result in nonlinear dynamic changes. To overcome the disturbances caused by...
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Prediction of line heating deformation on sheet metal based on an ISSA–ELM model
A prediction method based on an improved salp swarm algorithm (ISSA) and extreme learning machine (ELM) was proposed to improve line heating and...
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Modified stochastic medium prediction model for the deformation response of concealed underground stations under existing pipelines
The underground pipeline network in the city is so intertwined that the concealed excavation of a metro station inevitably leads to a series of...
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Research on construction deformation prediction and disaster warning of karst slope based on mutation theory
In the study of deformation prediction and disaster warning during karst slope construction, the influencing factors and deformation law should be...
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A novel combined intelligent algorithm prediction model for the tunnel surface settlement
To ensure the safety and stability of the shield tunnel construction process, the ground settlement induced by the shield construction needs to be...
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Experimental study on tilting deformation and a new method for landslide prediction with retaining-wall locked segment
The destruction of the locked-segment type landslide is often accompanied by the destruction of the locked segment with cumulative effects....
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Prediction of surface roughness based on fused features and ISSA-DBN in milling of die steel P20
The roughness of the part surface is one of the most crucial standards for evaluating machining quality due to its relationship with service...
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Study on the effect of excavation sequence of three-hole shield tunnel on surface settlement and segment deformation
In order to study the influence of excavation sequence of three-hole parallel shield tunnel on surface settlement and segment convergence, an...
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Prediction method of surface settlement of rectangular pipe jacking tunnel based on improved PSO-BP neural network
To provide theoretical support for the safety control of rectangular pipe jacking tunnels crossing an existing expressway, a method for predicting...
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Prediction of elevation of substantial fluctuation in coal seam floor based on surface spline function and its derivative
With the increasing depth of coal mining, the geological stress and structure becomes more and more complex. The elevation of No.8 coal floor...
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Generic prediction of exocytosis rate constants by size-based surface energies of nanoparticles and cells
Nanotechnology brings benefits in fields such as biomedicine but nanoparticles (NPs) may also have adverse health effects. The effects of...
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Deformation characteristics of overlying strata in room and pillar mined-out areas under coal pillar instability
Under the condition of small roof deformation before the occurrence of fractures and collapse in room and pillar mined-out areas caused by coal...
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Western US intraplate deformation controlled by the complex lithospheric structure
The western United States is one of Earth’s most tectonically active regions, characterized by extensive crustal deformation through intraplate...
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Theoretical analysis of the deformation for steel gas pipes taking into account shear effects under surface explosion loads
Ground blast loads are of great importance to the safe operation of steel and gas pipelines, and the results obtained from traditional theoretical...
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High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction
The concept of digital twin has been introduced for some time, yet one fundamental element of digital twin, digital material, has not been thoroughly...
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Analysis of deformation mechanism of rainfall-induced landslide in the Three Gorges Reservoir Area: Piansongshu landslide
The Three Gorges Reservoir Area (TGRA) is characterized by unique geological features that increase its susceptibility to landslides. These slopes...
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Topological optimization and fatigue life prediction of a single pad externally adjustable fluid film bearing
This work focuses on the prediction and comparison of the fatigue life of topologically optimized pads in an externally adjustable fluid film (EAFF)...
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Analysis of influence of deformation modes of retaining structures on deformation of a side shield tunnel
In the process of foundation pit excavation, different retaining structures and support stiffness may lead to different deformation modes of...
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Study on the influence of reverse faulting on deformation of foundation pit retaining piles
The mechanical properties of soil in fault-fracture zone areas are diverse and complex. Deep excavation projects often encounter adverse geological...