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Sen Liu

A physics-informed machine learning model for porosity analysis in laser powder bed fusion additive manufacturing
2021 · Rui Liu, Sen Liu, et al. · The International Journal of Advanced Manufacturing Technology · 132
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Physics-informed machine learning for composition – process – property design: Shape memory alloy demonstration
2020 · Sen Liu, Branden B. Kappes, et al. · Applied Materials Today · 131
Machine learning for knowledge transfer across multiple metals additive manufacturing printers
2021 · Sen Liu, Aaron P. Stebner, et al. · Additive manufacturing · 78
In-process comprehensive prediction of bead geometry for laser wire-feed DED system using molten pool sensing data and multi-modality CNN
2022 · Noopur Dilip Jamnikar, Sen Liu, et al. · The International Journal of Advanced Manufacturing Technology · 44
In situ microstructure property prediction by modeling molten pool-quality relations for wire-feed laser additive manufacturing
2022 · Noopur Dilip Jamnikar, Sen Liu, et al. · Journal of Manufacturing Processes · 43
Localized keyhole pore prediction during laser powder bed fusion via multimodal process monitoring and X-ray radiography
2023 · Sanam Gorgannejad, Aiden A. Martin, et al. · Additive manufacturing · 32
Comprehensive molten pool condition-process relations modeling using CNN for wire-feed laser additive manufacturing
2023 · Noopur Jamnikar, Sen Liu, et al. · Journal of Manufacturing Processes · 28
Interrelated process-geometry-microstructure relationships for wire-feed laser additive manufacturing
2022 · Sen Liu, Craig Brice, et al. · Materials Today Communications · 22
Hierarchical bead materials multi-property design for wire-feed laser additive manufacturing
2022 · Sen Liu, Craig Brice, et al. · Journal of Manufacturing Processes · 16
Direct mechanistic connection between acoustic signals and melt pool morphology during laser powder bed fusion
2024 · Yuchen Sun, Sanam Gorgannejad, et al. · Applied Physics Letters · 14
In-situ coaxial temperature monitoring of LPBF melt pool by a compact dual-wavelength thermometry system (CDWTS)
2025 · Xiuhua Li, Hui Li, et al. · Optics and Lasers in Engineering · 8
Automated phase segmentation and quantification of high-resolution TEM image for alloy design
2023 · Sen Liu, Behnam Amin-Ahmadi, et al. · Materials Characterization · 8
Real-Time Tracking and Analysis of Gas Bubble Dynamics in Laser Powder Bed Fusion Using In-Situ X-Ray Characterization and Machine Learning
2025 · Sen Liu, Vivek Thampy, et al. · Additive manufacturing · 4
A physics-informed feature engineering approach to use machine learning with limited amounts of data for alloy design: shape memory alloy demonstration.
2020 · Sen Liu, Branden B. Kappes, et al. · arXiv (Cornell University) · 4
Comprehensive process-molten pool relations modeling using CNN for wire-feed laser additive manufacturing
2021 · Jamnikar, Noopur, Liu, Sen, et al. · arXiv (Cornell University) · 3
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In-situ sensor monitoring of multi-class gas porosity formation in laser powder bed fusion using convolutional neural network
2026 · Sandesh Giri, Sen Liu, et al. · Journal of Intelligent Manufacturing · 2
In situ x-ray imaging to understand subsurface behavior during continuous wave laser drilling
2024 · Sanam Gorgannejad, Aiden A. Martin, et al. · Applied Physics Letters · 2
Towards generative additive manufacturing: A conditional Wasserstein generative adversarial networks framework for layer-wise point generation and toolpath formation
2026 · Matsive Ali, Vijaya Gopu, et al. · Additive Manufacturing Frontiers · 1
Comprehensive Quality Investigations of Wire-Feed Laser Additive Manufacturing by Learning of Experiments
2022 · Sen Liu, Craig Brice, et al. · SSRN Electronic Journal · 1
Machine learning based in situ quality estimation by molten pool condition-quality relations modeling using experimental data
2021 · Jamnikar, Noopur, Liu, Sen, et al. · arXiv (Cornell University) · 1
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Quantitative Analysis of In-Situ Synchrotron X-Ray Imaging for Crack Propagation in Laser Powder Bed Fusion of Aluminum Alloy
2026 · Md Fardim S. Roney, Matsive Ali, et al. · Manufacturing Letters
Study of crack formation dynamics in aluminum alloy by using laser powder bed fusion and in-situ synchrotron X-ray characterization
2026 · Matsive Ali, Peiyu Quan, et al. · Progress in Additive Manufacturing
Air versus inert gas effects on spatter during laser powder bed fusion of SUS316L stainless steel revealed by high-speed imaging
2026 · Liwei Chen, Yoshiki Sakai, et al. · SSRN Electronic Journal
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Air versus inert gas effects on spatter during laser powder bed fusion of SUS316L stainless steel revealed by high-speed imaging
2026 · Liwei Chen, Yoshiki Sakai, et al. · SSRN Electronic Journal
High-resolution in situ characterization of laser powder bed fusion via transmission X-ray microscopy at X-ray free-electron lasers
2025 · Zane Taylor, Tharun Reddy, et al. · Journal of Synchrotron Radiation
Works count: 35
Citation count: 576
H-index: 10
I10-index: 10
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