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   Articles with "predicting mechanical" as a keyword



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Predicting the mechanical properties of brittle porous materials with various porosity and pore sizes.

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recommendations! Published in 2017 at "Journal of the mechanical behavior of biomedical materials"

DOI: 10.1016/j.jmbbm.2017.02.014

Abstract: In this work, a micromechanical study using the lattice spring model (LSM) was performed to predict the mechanical properties of BPMs by simulation of the Brazilian test. Stress-strain curve and Weibull plot were analyzed for… read more here.

Keywords: brittle porous; porosity; mechanical properties; pore ... See more keywords
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Micromechanical models for predicting the mechanical properties of 3D-printed wood/PLA composite materials: A comparison with experimental data

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recommendations! Published in 2021 at "Mechanics of Advanced Materials and Structures"

DOI: 10.1080/15376494.2021.1983901

Abstract: Analytic modeling of 3 D printed natural fiber-reinforced composites is still in its infancy. The existing analytic works on the mechanical properties of these materials seem to be relatively few i... read more here.

Keywords: micromechanical models; properties printed; printed wood; predicting mechanical ... See more keywords
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Predicting the Mechanical Properties of Heat-Treated Woods Using Optimization-Algorithm-Based BPNN

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recommendations! Published in 2023 at "Forests"

DOI: 10.3390/f14050935

Abstract: This paper aims to enhance the accuracy of predicting the mechanical behavior of wood subjected to thermal modification using an improved dung beetle optimization (IDBO) model. The IDBO algorithm improves the original DBO algorithm via… read more here.

Keywords: idbo algorithm; optimization; heat treated; predicting mechanical ... See more keywords
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Predicting the Mechanical Properties of RCA-Based Concrete Using Supervised Machine Learning Algorithms

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recommendations! Published in 2022 at "Materials"

DOI: 10.3390/ma15020647

Abstract: Environment-friendly concrete is gaining popularity these days because it consumes less energy and causes less damage to the environment. Rapid increases in the population and demand for construction throughout the world lead to a significant… read more here.

Keywords: machine learning; rca; predicting mechanical; mechanical properties ... See more keywords