Parameters prediction in additively manufactured Al-Cu alloy using back propagation neural network

ANN-predictive modeling and GA-optimization for minimizing dimensional tolerance in Polyjet Additive Manufacturing

(2022) Parth Patpatiya et al.   CIRP Journal of Manufacturing Science and Technology

Prediction of deposition bead geometry in wire arc additive manufacturing using machine learning

(2022) Won-Jung Oh et al.   Journal of Materials Research and Technology-JMR&T

Regionalization of microstructure and mechanical properties of Ti6Al4V transition area fabricated by WAAM-LMD hybrid additive manufacturing

(2022) Xiaohong Zhan et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Improvement of microstructure and fatigue performance of wire-arc additive manufactured 4043 aluminum alloy assisted by interlayer friction stir processing

(2022) Changshu He et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Wire arc additive manufacturing of metals: A review on processes, materials and their behaviour

(2022) Manu Srivastava et al.   MATERIALS CHEMISTRY AND PHYSICS

Numerical prediction of microstructure and hardness for low carbon steel wire Arc additive manufacturing components

(2022) Yong Ling et al.   SIMULATION MODELLING PRACTICE AND THEORY

An overview of modern metal additive manufacturing technology

(2022) Mark Armstrong et al.   Journal of Manufacturing Processes

Optimizing the material and printing parameters of the additively manufactured fiber-reinforced polymer composites using an artificial neural network model and artificial bee colony algorithm

(2022) Wael Alhaddad et al.   Structures

Ultrasonically assisted hot-wire arc additive manufacturing process of AA7075 metal matrix nanocomposite

(2022) Tianzhao Wang et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Deep learning based online metallic surface defect detection method for wire and arc additive manufacturing

(2022) Wenhao Li et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Fatigue analysis of wire arc additive manufactured (3D printed) components with unmilled surface

(2021) Helen Bartsch et al.   Structures

Tailoring the surface finish, dendritic microstructure and mechanical properties of wire arc additively manufactured Hastelloy C276 alloy by magnetic arc oscillation

(2021) Zhijun Qiu et al.   Additive Manufacturing

Prediction of the interpass temperature of a wire arc additive manufactured wall: FEM simulations and artificial neural network

(2021) Francisco Werley Cipriano Farias et al.   Additive Manufacturing

Activation functions selection for BP neural network model of ground surface roughness

(2020) Yuhang Pan et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Quantum Neural Network with Improved Quantum Learning Algorithm

(2020) Bu-Qing Chen et al.   INTERNATIONAL JOURNAL OF THEORETICAL PHYSICS

Effect of Reconstruction Algorithm on the Identification of 3D Printing Polymers Based on Hyperspectral CT Technology Combined with Artificial Neural Network

(2020) Zheng Fang et al.   Materials

A comparative study on the prediction of the BP artificial neural network model and the ARIMA model in the incidence of AIDS

(2020) Zeming Li et al.   BMC Medical Informatics and Decision Making

Wire and arc additive manufacturing of metal components: a review of recent research developments

(2020) Jienan Liu et al.   The International Journal of Advanced Manufacturing Technology

Hot-wire arc additive manufacturing of aluminum alloy with reduced porosity and high deposition rate

(2020) Rui Fu et al.   MATERIALS & DESIGN

Methods for Rapid Pore Classification in Metal Additive Manufacturing

(2019) Robert Snell et al.   JOM

Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring

(2018) Yingjie Zhang et al.   MATERIALS & DESIGN

Effect of manufacturing parameters on mechanical properties of 316L stainless steel parts fabricated by selective laser melting: A computational framework

(2016) Arman Ahmadi et al.   MATERIALS & DESIGN

Global Stability of a Variation Epidemic Spreading Model on Complex Networks

(2015) De-gang Xu et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Review on Methods to Fix Number of Hidden Neurons in Neural Networks

(2013) K. Gnana Sheela et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Sensitivity analysis of submerged arc welding process parameters

(2007) Serdar Karaoğlu et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY