Changgen Li Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
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Biography and Research Information
OverviewAI-generated summary
Changgen Li's research focuses on the application of machine learning techniques for monitoring and analyzing complex systems. Recent work includes developing advanced methods for tool wear monitoring in machining superalloys, utilizing time-space attention mechanisms and multi-feature fusion to improve accuracy. Li has also investigated signal segmentation methods for monitoring composite material drilling and countersinking processes. Further research extends to deep learning frameworks for analyzing bubble interface dynamics, indicating an interest in fluid mechanics and visualization. Additionally, Li has explored molecular mechanisms in biological systems, including the role of plant compounds in repressing cancer cell proliferation and the study of endophyte resources in medicinal plants. Li's scholarship metrics include an h-index of 13, with 69 total publications and 658 total citations, demonstrating a consistent output of research.
Metrics
- h-index: 13
- Publications: 69
- Citations: 658
Selected Publications
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Generalizable physical descriptors of pool boiling heat transfer from unsupervised learning of images (2025)
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Generalizable Physical Descriptors of Pool Boiling Heat Transfer from Unsupervised Learning of Images (2025)
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Hit2flux: A machine learning framework for boiling heat flux prediction using hit-based acoustic emission sensing (2025)
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Unveiling hysteresis of transient boiling: A multimodal perspective (2024)
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Unveiling Hysteresis of Transient Boiling: A Multimodal Perspective (2024)
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A Temporal–Spatial Framework for Efficient Heat Flux Monitoring of Transient Boiling (2024)
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BubbleID: A deep learning framework for bubble interface dynamics analysis (2024)
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Multimodal boiling dataset with synchronized acoustic, optical, and thermal measurements under steady-state and transient heat loads (2024)
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Acoustic Characterization of Integrated Circuits During Operation (2024)
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Multimodal Boiling Dataset with Synchronized Acoustic, Optical, and Thermal Measurements Under Steady-State and Transient Heat Loads (2024)
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