Practical machine learning-based prediction model for axial capacity of square CFST columns
TT Le - Mechanics of Advanced Materials and Structures, 2022 - Taylor & Francis
In this paper, a surrogate Machine-Learning (ML) model based on Gaussian Process
Regression (GPR) was developed to predict the axial load of square concrete-filled steel …
Regression (GPR) was developed to predict the axial load of square concrete-filled steel …
Prediction of tensile strength of polymer carbon nanotube composites using practical machine learning method
TT Le - Journal of Composite Materials, 2021 - journals.sagepub.com
This paper is devoted to the development and construction of a practical Machine Learning
(ML)-based model for the prediction of tensile strength of polymer carbon nanotube (CNTs) …
(ML)-based model for the prediction of tensile strength of polymer carbon nanotube (CNTs) …
A novel hybrid model based on a feedforward neural network and one step secant algorithm for prediction of load-bearing capacity of rectangular concrete-filled steel …
In this study, a novel hybrid surrogate machine learning model based on a feedforward
neural network (FNN) and one step secant algorithm (OSS) was developed to predict the …
neural network (FNN) and one step secant algorithm (OSS) was developed to predict the …
Investigation of force transmission, critical breakage force and relationship between micro-macroscopic behaviors of agricultural granular material in a uniaxial …
TT Le - Particulate Science and Technology, 2022 - Taylor & Francis
In this paper, numerical DEM simulations are presented that were used to study the
response of agricultural granular materials, such as dry soybeans, in a uniaxial compaction …
response of agricultural granular materials, such as dry soybeans, in a uniaxial compaction …
Role of packing defects in force networks of hexagonally packed structures using discrete element method
Packed structures are an essential part of nuclear reactors, food, chemical, transport, and
process industries. Since the safety and quality of products in the packed structures is of …
process industries. Since the safety and quality of products in the packed structures is of …