[HTML][HTML] Applications of Long Short-Term Memory (LSTM) Networks in Polymeric Sciences: A Review
I Malashin, V Tynchenko, A Gantimurov, V Nelyub… - …, 2024 - pmc.ncbi.nlm.nih.gov
This review explores the application of Long Short-Term Memory (LSTM) networks, a
specialized type of recurrent neural network (RNN), in the field of polymeric sciences. LSTM …
specialized type of recurrent neural network (RNN), in the field of polymeric sciences. LSTM …
Predicting confinement effect of carbon fiber reinforced polymers on strength of concrete using metaheuristics-based artificial neural networks
This article deals with the study of predicting the confinement effect of carbon fiber reinforced
polymers (CFRPs) on concrete cylinder strength using metaheuristics-based artificial neural …
polymers (CFRPs) on concrete cylinder strength using metaheuristics-based artificial neural …
Estimating the axial strain of circular short columns confined with CFRP under centric compressive static load using ANN and GRA techniques
This investigation introduces advanced predictive models for estimating axial strains in
Carbon Fiber-Reinforced Polymer (CFRP) confined concrete cylinders, addressing critical …
Carbon Fiber-Reinforced Polymer (CFRP) confined concrete cylinders, addressing critical …
Magneto-hygro-thermo-mechanical vibration analysis of spinning nanobeams with axisymmetric cross-sections incorporating surface, rotary inertia, and thickness …
D Wei, N Zhang, Y Jiao, Y Fan, H Yu… - Engineering …, 2024 - Elsevier
This work analyzes the scale-dependent dynamics and stability of spinning beams with
circular and rectangular cross-sections in complex environments based on the nonlocal …
circular and rectangular cross-sections in complex environments based on the nonlocal …
Machine learning and numerical approaches for vibration behavior prediction of rotating nanobeams in complex environments
F Zheng, Y Lu, R Duan, X Chen… - … of Advanced Materials …, 2024 - Taylor & Francis
This work scrutinized the vibration behavior of nanoscale beam structures with rotating
motion according to the nonlocal stress-strain gradient theory (NSSGT). The surface layer …
motion according to the nonlocal stress-strain gradient theory (NSSGT). The surface layer …
[HTML][HTML] Behavior of long circular SIFCON columns under eccentric loading
HA Mohammed, MM Kadhum - Journal of King Saud University …, 2024 - Elsevier
This work examines the effect of eccentric loading on the behavior of long, circular columns
that are made of Slurry Infiltrated Fiber Concrete (SIFCON) and Normal Strength Concrete …
that are made of Slurry Infiltrated Fiber Concrete (SIFCON) and Normal Strength Concrete …
Predictive analysis of concrete slump using a stochastic search-consolidated neural network
Y Zhou, Z Jiang, X Zhu - Heliyon, 2024 - cell.com
Attaining a dependable measurement of concrete slump is crucial as it is a valuable
indication of concrete workability. On the other hand, complexities associated with costly …
indication of concrete workability. On the other hand, complexities associated with costly …
Satin bowerbird optimizer-neural network for approximating the capacity of CFST columns under compression
Y Liu, Y Liang - Scientific Reports, 2024 - nature.com
Concrete-filled steel tube columns (CFSTCs) are important elements in the construction
sector and predictive analysis of their behavior is essential. Recent works have revealed the …
sector and predictive analysis of their behavior is essential. Recent works have revealed the …
Evaluation of fracture indices of warm mix asphalt (WMA) modified with nano-additive under pure shear and pure tear deformations
Cracks located on the road edge and curve are two pavement crack types that can reduce
road safety. Providing a solution to control this type of crack can solve a large part of the …
road safety. Providing a solution to control this type of crack can solve a large part of the …
Improving the Mechanical Properties of Concrete Mixtures by Shape Memory Alloy Fibers and Silica Fume
Concrete, as one of the most widely applied materials in buildings, has high environmental
impacts. Researchers are continually seeking solutions to mitigate these environmental …
impacts. Researchers are continually seeking solutions to mitigate these environmental …