Research output per year
Research output per year
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Dive into the research topics where Yongming Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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RETRACTED: Simplicial Complex-Enhanced Manifold Embedding of Spatiotemporal Data for Structural Health Monitoring (Infrastructures, (2023), 8, 3, (46), 10.3390/infrastructures8030046)
Xu, N., Zhang, Z. & Liu, Y., Jan 2025, In: Infrastructures. 10, 1, 16.Research output: Contribution to journal › Comment/debate › peer-review
Open Access -
Towards safer general aviation operations using a vision-based decision support system for weather threat avoidance
Rathnakumar, R. & Liu, Y., Mar 2025, In: Journal of Air Transport Management. 123, 102709.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Data-driven approaches for fatigue prediction of Ti–6Al–4V parts fabricated by laser powder bed fusion
Balamurugan, R., Chen, J., Meng, C. & Liu, Y., May 2024, In: International Journal of Fatigue. 182, 108167.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Decentralized graph-based multi-agent reinforcement learning using reward machines
Hu, J., Xu, Z., Wang, W., Qu, G., Pang, Y. & Liu, Y., Jan 7 2024, In: Neurocomputing. 564, 126974.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Diagnostics and Prognostics with High Dimensional Spatial-Temporal Data: From Structures to Human Brains
Xue, Y., Zhou, Y. & Liu, Y., Nov 5 2024, Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM. Kulkarni, C. S. & Orchard, M. E. (eds.). 1 ed. Prognostics and Health Management Society, (Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM; vol. 16, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
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Collaborative Research: SLES: Safe Distributional-Reinforcement-Learning-Enabled Systems: Theories, Algorithms, Experiments
Zhang, W. (PI) & Liu, Y. (CoI)
National Science Foundation (NSF)
10/1/23 → 9/30/27
Project: Research project
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Multi-compound green corrosion inhibitor for gas pipeline: synthesis, optimization, and evaluation
DOT: Pipeline Hazardous Materials Safety Administration (PHMSA)
9/30/23 → 9/29/26
Project: Research project
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Collaborative Research - FW-HTF-P - Efficient Inspection of Unpiggable Pipelines through Human-Robot Integration
Liu, Y. (PI) & Zhang, W. (CoI)
National Science Foundation (NSF)
10/1/22 → 9/30/23
Project: Research project
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CC Compute The Arizona Federated Open Research Computing Enclave AFORCE an Advanced Computing Platform for Science Engineering and Health
Sulc, P. (CoI), Herrmann, M. (CoI), Sankar, L. (CoI), Oswald, J. (CoI), Muhich, C. (CoI), Jennewein, D. (PI), Pfeifer, S. (CoI), Yang, Y. (CoI), Line, M. (CoI), Liang, J. (CoI), Ren, Y. (CoI), Singharoy, A. (CoI), Heyden, M. (CoI), Liu, Y. (CoI), Zheng, W. (CoI), Beckstein, O. (CoI), Jayasuriya, S. (CoI), Wang, Y. (CoI), Singh, A. (CoI), Ozkan, B. (CoI) & Jiao, Y. (CoI)
National Science Foundation (NSF)
10/1/21 → 9/30/24
Project: Research project
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Knowledge-guided Automation for Integrity Management of Aging Pipelines (KAI-MAP) for Hydrogen Transport
DOT: Pipeline Hazardous Materials Safety Administration (PHMSA)
9/30/21 → 9/30/24
Project: Research project
Datasets
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Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports
Yan, H. (Creator), Zhao, X. (Contributor), Yan, H. (Creator) & Liu, Y. (Contributor), Code Ocean, 2024
DOI: 10.24433/co.9564900.v1, https://codeocean.com/capsule/9128124/tree/v1
Dataset