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Author

Mengfei Chen

Institution: SUNY New Paltz
ORCID: 0000-0002-8194-6441
Observed ORCID: 0000-0002-8194-6441
OpenAlex ID: A5083743448
DCGAN-CNN with physical constraints for porosity prediction in laser metal deposition with unbalanced data
2023 · Mengfei Chen, Weihong “Grace” Guo · Manufacturing Letters · 19
Tool Wear Characterization and Monitoring with Hierarchical Spatio-Temporal Models for Micro-Friction Stir Welding
2020 · Zhe Gao, Mengfei Chen, et al. · Journal of Manufacturing Processes · 18
Explaining multimodal CNN-DNN model predictions for quality monitoring of porosity in laser metal deposition
2025 · Vidita Gawade, Mengfei Chen · Knowledge-Based Systems · 17
Identifying manufacturing operational conditions by physics-based feature extraction and ensemble clustering
2021 · Shenghan Guo, Mengfei Chen, et al. · Journal of Manufacturing Systems · 14
Adaptive Online Continual Learning for In-Situ Quality Prediction in Manufacturing Processes
2024 · Mengfei Chen, Wenbo Sun, et al. · Journal of Manufacturing Science and Engineering · 9
Hierarchical RNN-based framework for throughput prediction in automotive production systems
2023 · Mengfei Chen, Richard Furness, et al. · International Journal of Production Research · 9
Transfer Learning for Predictive Quality in Laser-Induced Plasma Micro-Machining
2022 · Mengfei Chen, Rajiv Malhotra, et al. · Journal of Micro and Nano-Manufacturing · 8
Transfer learning for predictive quality in laser-induced plasma micro-machining
2023 · Mengfei Chen, Rajiv Malhotra, et al. · Manufacturing Letters · 2
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Disentangled GAN with Continual Learning for Adaptive In-situ Defect Prediction in Data-Scarce Hot Stamping
2026 · Mengfei Chen, Vidita Gawade · Manufacturing Letters
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Research on optimal water level algorithm based on The Great Lakes
2024 · Yingzi Jiang, Xinyue Liu, et al. · International Conference on Optics, Electronics, and Communication Engineering (OECE)
Transfer Learning for Predictive Quality in Laser-Induced Plasma Micro-Machining
2023 · Mengfei Chen, Rajiv Malhotra, et al. · ASME International Manufacturing Science and Engineering Conference (MSEC)
Works count: 11
Citation count: 96
H-index: 7
I10-index: 4
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