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Jia Liu
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Jahr
Online real-time quality monitoring in additive manufacturing processes using heterogeneous sensors
PK Rao, J Liu, D Roberson, Z Kong, C Williams
Journal of Manufacturing Science and Engineering 137 (6), 061007, 2015
3432015
Deep convolutional neural network-based epileptic electroencephalogram (EEG) signal classification
Y Gao, B Gao, Q Chen, J Liu, Y Zhang
Frontiers in neurology 11, 375, 2020
1942020
Feature-based volumetric defect classification in metal additive manufacturing
A Poudel, MS Yasin, J Ye, J Liu, A Vinel, S Shao, N Shamsaei
Nature Communications 13 (1), 6369, 2022
902022
A review of machine learning techniques for process and performance optimization in laser beam powder bed fusion additive manufacturing
J Liu, J Ye, D Silva Izquierdo, A Vinel, N Shamsaei, S Shao
Journal of Intelligent Manufacturing 34 (8), 3249-3275, 2023
662023
A digital twin ecosystem for additive manufacturing using a real-time development platform
M Pantelidakis, K Mykoniatis, J Liu, G Harris
The International Journal of Advanced Manufacturing Technology 120 (9), 6547 …, 2022
602022
Digital twins: representation, replication, reality, and relational (4Rs)
A Hyre, G Harris, J Osho, M Pantelidakis, K Mykoniatis, J Liu
Manufacturing Letters 31, 20-23, 2022
572022
Layer-wise spatial modeling of porosity in additive manufacturing
J Liu, C Liu, Y Bai, P Rao, CB Williams, Z Kong
IISE Transactions 51 (2), 109-123, 2019
572019
Defect criticality analysis on fatigue life of L-PBF 17-4 PH stainless steel via machine learning
A Li, S Baig, J Liu, S Shao, N Shamsaei
International Journal of Fatigue 163, 107018, 2022
432022
Sensor-based online process fault detection in additive manufacturing
PK Rao, J Liu, D Roberson, Z Kong
International Manufacturing Science and Engineering Conference 56833 …, 2015
422015
Four Rs Framework for the development of a digital twin: The implementation of Representation with a FDM manufacturing machine
J Osho, A Hyre, M Pantelidakis, A Ledford, G Harris, J Liu, K Mykoniatis
Journal of Manufacturing Systems 63, 370-380, 2022
402022
Dirichlet process Gaussian mixture models for real-time monitoring and their application to chemical mechanical planarization
JP Liu, OF Beyca, PK Rao, ZJ Kong, STS Bukkapatnam
IEEE Transactions on Automation Science and Engineering 14 (1), 208-221, 2016
342016
Nonparametric bayesian framework for material and process optimization with nanocomposite fused filament fabrication
J Liu, J Ye, F Momin, X Zhang, A Li
Additive Manufacturing 54, 102765, 2022
292022
Autonomous nanorobots with powerful thrust under dry solid-contact conditions by photothermal shock
Z Gu, R Zhu, T Shen, L Dou, H Liu, Y Liu, X Liu, J Liu, S Zhuang, F Gu
Nature Communications 14 (1), 7663, 2023
162023
Wafer quality monitoring using spatial Dirichlet process based mixed-effect profile modeling scheme
JP Liu, R Jin, ZJ Kong
Journal of Manufacturing Systems 48, 21-32, 2018
152018
Machine learning augmented X-ray computed tomography features for volumetric defect classification in laser beam powder bed fusion
J Ye, A Poudel, J Liu, A Vinel, D Silva, S Shao, N Shamsaei
The International Journal of Advanced Manufacturing Technology 126 (7), 3093 …, 2023
132023
Predicting the Life of the Solder Joints in Electronic Assemblies using Physics-informed Data-driven Methodology
Q Qasaimeh, J Liu, A Qasaimeh, J Evans
2023 22nd IEEE Intersociety Conference on Thermal and Thermomechanical …, 2023
102023
A novel dynamic brain network in arousal for brain states and emotion analysis
Y Gao, Z Cao, J Liu, J Zhang
Mathematical Biosciences and Engineering 18 (6), 7440-7463, 2021
102021
Creep behavior of 3D printed polymer composites
A Jayswal, J Liu, G Harris, R Mailen, S Adanur
Polymer Engineering & Science 63 (11), 3809-3818, 2023
82023
Machine learning–driven in situ process monitoring with vibration frequency spectra for chemical mechanical planarization
J Liu, J Zheng, P Rao, Z Kong
The International Journal of Advanced Manufacturing Technology 111 (7), 1873 …, 2020
82020
Thermo-mechanical properties of composite filaments for 3D printing of fabrics
A Jayswal, J Liu, G Harris, S Adanur
Journal of Thermoplastic Composite Materials 36 (12), 4800-4825, 2023
62023
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