Qiang Huang

Orcid: 0000-0001-7826-4792

Affiliations:
  • University of Southern California, Los Angeles, CA, USA


According to our database1, Qiang Huang authored at least 29 papers between 2003 and 2023.

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Bibliography

2023
Learning and Predicting Shape Deviations of Smooth and Non-Smooth 3D Geometries Through Mathematical Decomposition of Additive Manufacturing.
IEEE Trans Autom. Sci. Eng., July, 2023

Process-Informed Segmentation of Dense Point Clouds for Layer Quality Assessment in Large-Scale Metal Additive Manufacturing.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
Small-Sample Learning of 3D Printed Thin-Wall Structures Using Printing Primitives.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021
Extended Fabrication-Aware Convolution Learning Framework for Predicting 3D Shape Deformation in Additive Manufacturing.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
Shape Deviation Generator - A Convolution Framework for Learning and Predicting 3-D Printing Shape Accuracy.
IEEE Trans Autom. Sci. Eng., 2020

Automated Geometric Shape Deviation Modeling for Additive Manufacturing Systems via Bayesian Neural Networks.
IEEE Trans Autom. Sci. Eng., 2020

Modeling inter-layer interactions for out-of-plane shape deviation reduction in additive manufacturing.
IISE Trans., 2020

2019
Contributions to additive manufacturing.
IISE Trans., 2019

2018
Bayesian Model Building From Small Samples of Disparate Data for Capturing In-Plane Deviation in Additive Manufacturing.
Technometrics, 2018

2017
In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes.
IEEE Trans Autom. Sci. Eng., 2017

Prescriptive Modeling and Compensation of In-Plane Shape Deformation for 3-D Printed Freeform Products.
IEEE Trans Autom. Sci. Eng., 2017

Modeling Interaction in Nanowire Growth Process Toward Improved Yield.
IEEE Trans Autom. Sci. Eng., 2017

Statistical process control of in-plane shape deformation for additive manufacturing.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016
Robust Parameter Design for Profile Quality Control.
Qual. Reliab. Eng. Int., 2016

Predictive model building across different process conditions and shapes in 3D printing.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

Prescriptive analytics for understanding of out-of-plane deformation in additive manufacturing.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
Bayesian additive modeling for quality control of 3D printed products.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

Predictive modeling of in-plane geometric deviation for 3D printed freeform products.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

Out-of-plane geometric error prediction for additive manufacturing.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
A D-Optimal Design for Estimation of Parameters of an Exponential-Linear Growth Curve of Nanostructures.
Technometrics, 2014

Corrections to "Cross-Domain Model Building and Validation (CDMV): A New Modeling Strategy to Reinforce Understanding of Nanomanufacturing Processes".
IEEE Trans Autom. Sci. Eng., 2014

Shape deviation modeling for fused deposition modeling processes.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

Predictive modeling of geometric deviations of 3D printed products - A unified modeling approach for cylindrical and polygon shapes.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013
EM Estimation of Nanostructure Interactions With Incomplete Feature Measurement and Its Tailored Space Filling Designs.
IEEE Trans Autom. Sci. Eng., 2013

Cross-Domain Model Building and Validation (CDMV): A New Modeling Strategy to Reinforce Understanding of Nanomanufacturing Processes.
IEEE Trans Autom. Sci. Eng., 2013

2012
Modeling the Interactions Among Neighboring Nanostructures for Local Feature Characterization and Defect Detection.
IEEE Trans Autom. Sci. Eng., 2012

2011
Statistical Weight Kinetics Modeling and Estimation for Silica Nanowire Growth Catalyzed by Pd Thin Film.
IEEE Trans Autom. Sci. Eng., 2011

2008
Error Equivalence Methodology for Dimensional Variation Control in Manufacturing.
Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008

2003
State space modeling of dimensional variation propagation in multistage machining process using differential motion vectors.
IEEE Trans. Robotics Autom., 2003


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