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Collaborations and top research areas from the last five years
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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
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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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
5 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 Access3 Scopus citations -
High-cycle and low-cycle fatigue life prediction under random multiaxial loadings without cycle counting
Fan, X., Kethamukkala, K., Kwon, S., Iyyer, N. & Liu, Y., Mar 8 2024, In: Engineering Fracture Mechanics. 298, 109894.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Machine learning-enhanced aircraft landing scheduling under uncertainties
Pang, Y., Zhao, P., Hu, J. & Liu, Y., Jan 2024, In: Transportation Research Part C: Emerging Technologies. 158, 104444.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Physics-guided generative adversarial network for probabilistic structural system identification
Yu, Y. & Liu, Y., Apr 1 2024, In: Expert Systems With Applications. 239, 122339.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Press/Media
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Researchers from Arizona State University Provide Details of New Studies and Findings in the Area of COVID-19 (Decentralized Graph-based Multi-agent Reinforcement Learning Using Reward Machines)
1/8/24
1 item of Media coverage
Press/Media: Press / Media
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Next-Gen Air Safety Systems Incorporating Risk Models and Data Analysis Developed by Vanderbilt Engineers
11/16/23
1 item of Media coverage
Press/Media: Press / Media
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NEXT-GEN AIR SAFETY SYSTEMS INCORPORATING RISK MODELS AND DATA ANALYSIS DEVELOPED BY VANDERBILT ENGINEERS
11/16/23
1 item of Media coverage
Press/Media: Press / Media
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Next-gen air safety systems incorporating risk models and data analysis developed by Vanderbilt engineers
11/15/23
1 item of Media coverage
Press/Media: Press / Media
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ASU awarded $10M to advance future-generation wireless networks
Phillips, S., Papandreou-Suppappola, A., Zhang, Y., Squires, K., Bliss, D., Liu, Y., Cooke, N., Chakrabarti, C. & LiKamWa, R.
10/19/23
2 items of Media coverage
Press/Media: Press / Media