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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Air traffic density prediction using Bayesian ensemble graph attention network (BEGAN)
Xu, Q., Pang, Y. & Liu, Y., Aug 2023, In: Transportation Research Part C: Emerging Technologies. 153, 104225.Research output: Contribution to journal › Article › peer-review
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Fast and Reliable Map Matching from Large-Scale Noisy Positioning Records
Wang, Y., Xiong, R., Tang, P. & Liu, Y., Jan 1 2023, In: Journal of Computing in Civil Engineering. 37, 1, 04022040.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Parkinson's Disease Diagnosis beyond Clinical Features: A Bio-marker using Topological Machine Learning of Resting-state Functional Magnetic Resonance Imaging
Xu, N., Zhou, Y., Patel, A., Zhang, N. & Liu, Y., Jan 15 2023, In: Neuroscience. 509, p. 43-50 8 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Physics-constrained Gaussian process for life prediction under in-phase multiaxial cyclic loading with superposed static components
Karolczuk, A., Liu, Y., Kluger, K., Derda, S., Skibicki, D. & Pejkowski, Ł., Oct 2023, In: International Journal of Fatigue. 175, 107776.Research output: Contribution to journal › Article › peer-review
Open Access -
Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints
Huang, J., Pang, Y., Liu, Y. & Yan, H., Jan 10 2023, In: Knowledge-Based Systems. 259, 110043.Research output: Contribution to journal › Article › peer-review
3 Scopus citations
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Collaborative Research - FW-HTF-P - Efficient Inspection of Unpiggable Pipelines through Human-Robot Integration
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., Herrmann, M., Sankar, L., Oswald, J., Muhich, C., Jennewein, D., Pfeifer, S., Yang, Y., Line, M., Liang, J., Ren, Y., Singharoy, A., Heyden, M., Liu, Y., Zheng, W., Beckstein, O., Seo, J., Jayasuriya, S., Wang, Y., Singh, A., Ozkan, B. & Jiao, Y.
National Science Foundation (NSF)
10/1/21 → 9/30/23
Project: Research project
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Uncertainty quantification of plastic pipe damage diagnosis using NDE
DOT: Pipeline Hazardous Materials Safety Administration (PHMSA)
9/1/20 → 8/31/23
Project: Research project