Combination of limited meteorological data for predicting reference crop evapotranspiration using artificial neural network method
Reference crop evapotranspiration (ETo) is an important component of the hydrological
cycle that is used for water resource planning, irrigation, and agricultural management, as …
cycle that is used for water resource planning, irrigation, and agricultural management, as …
A novel assisted artificial neural network modeling approach for improved accuracy using small datasets: Application in residual strength evaluation of panels with …
An artificial neural network (ANN) extracts knowledge from a training dataset and uses this
acquired knowledge to forecast outputs for any new set of inputs. When the input/output …
acquired knowledge to forecast outputs for any new set of inputs. When the input/output …
Application of Neural Network Models with Ultra-Small Samples to Optimize the Ultrasonic Consolidation Parameters for 'PEI Adherend/Prepreg (CF-PEI Fabric)/PEI …
DY Stepanov, D Tian, VO Alexenko, SV Panin… - Polymers, 2024 - mdpi.com
The aim of this study was to optimize the ultrasonic consolidation (USC) parameters for 'PEI
adherend/Prepreg (CF-PEI fabric)/PEI adherend'lap joints. For this purpose, artificial neural …
adherend/Prepreg (CF-PEI fabric)/PEI adherend'lap joints. For this purpose, artificial neural …
Fatigue life scatter modeling and failure probability prediction of multisite damage structural part under variable amplitude load history
B Qin, L Xie - Mathematical Problems in Engineering, 2022 - Wiley Online Library
An “index stress”(a constant amplitude cyclic stress) is introduced to characterize the scatter
of the fatigue life under a variable amplitude load history. It is defined as a fatigue damage …
of the fatigue life under a variable amplitude load history. It is defined as a fatigue damage …
Mechanical Properties of Double-Layer Riveted Aluminum Roofing Panels with Curved Surfaces
Y Yuan, Q Zhang, X Luo, L Yuan, S Zhang, H Ge - Metals, 2023 - mdpi.com
In recent years, aluminum alloy has been increasingly used in building structures, becoming
an important construction material for metal structures. Currently, aluminum alloy is …
an important construction material for metal structures. Currently, aluminum alloy is …
Numerical Investigations on the Shape Optimization of Stainless-Steel Ring Joint with Machine Learning
M Kim, S Yi, S Hong - Applied Sciences, 2020 - mdpi.com
Since pipes used for water pipes are thin and difficult to fasten using welding or screws, they
are fastened by a crimping joint method using a metal ring and a rubber ring. In the …
are fastened by a crimping joint method using a metal ring and a rubber ring. In the …
Development of a strain field database for a helicopter fuselage panel under double crack damage for machine learning-based applications
DA SANCHEZ SANDOVAL - 2020 - politesi.polimi.it
The analysis of multiple-site damage in the tolerance design of aerospace systems is crucial
for the development of accurate and reliable structural health monitoring methods. Currently …
for the development of accurate and reliable structural health monitoring methods. Currently …