Projects per year
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Collaborations and top research areas from the last five years
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Collaborative Research: Elements: ProDM: Developing A Unified Progressive Data Management Library for Exascale Computational Science
Liu, Q. (PI)
8/1/23 → 7/31/26
Project: Research project
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Collaborative Research: SHF: Small: Rethinking Performance Variation for Emerging Applications - An Application-centric and Cross-layer Approach
Liu, Q. (PI)
1/1/22 → 12/31/25
Project: Research project
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Shf:Small: Collaborative Research: Understanding, Modeling, And System Support For Hpc Data Reduction
Liu, Q. (PI)
7/1/18 → 6/30/21
Project: Research project
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Shf:Small: Collaborative Research: Tailoring Memory Systems For Data-Intensive Hpc Applications
Liu, Q. (PI)
8/15/17 → 7/31/20
Project: Research project
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A Data-driven Approach to Harvesting Latent Reduced Models to Precondition Lossy Compression for Scientific Data
Luo, H., Wang, J., Qin, Z., Huang, D., Liu, Q., Zhou, M. & Jiang, H., Jun 1 2023, In: IEEE Transactions on Big Data. 9, 3, p. 949-963 15 p.Research output: Contribution to journal › Article › peer-review
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Exploring Memory Access Similarity to Improve Irregular Application Performance for Distributed Hybrid Memory Systems
Liu, W., He, X. & Liu, Q., Mar 1 2023, In: IEEE Transactions on Parallel and Distributed Systems. 34, 3, p. 797-809 13 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
High-Ratio Lossy Compression: Exploring the Autoencoder to Compress Scientific Data
Liu, T., Wang, J., Liu, Q., Alibhai, S., Lu, T. & He, X., Feb 1 2023, In: IEEE Transactions on Big Data. 9, 1, p. 22-36 15 p.Research output: Contribution to journal › Article › peer-review
21 Scopus citations -
Improving Progressive Retrieval for HPC Scientific Data using Deep Neural Network
Wang, J., Liang, X., Whitney, B., Chen, J., Gong, Q., He, X., Wan, L., Klasky, S., Podhorszki, N. & Liu, Q., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, p. 2727-2739 13 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring
Gong, Q., Chen, J., Whitney, B., Liang, X., Reshniak, V., Banerjee, T., Lee, J., Rangarajan, A., Wan, L., Vidal, N., Liu, Q., Gainaru, A., Podhorszki, N., Archibald, R., Ranka, S. & Klasky, S., Dec 2023, In: SoftwareX. 24, 101590.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations
Press/Media
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Study Results from Qingdao University of Science and Technology Update Understanding of Industrial Crops and Products (Preparation and Recovery Performance of Modified Cellulase With Ph-sensitive Separation Properties)
12/18/24
1 item of Media coverage
Press/Media: Press / Media
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Data on Water Process Engineering Discussed by Researchers at Qingdao University of Science and Technology (Preparation of Hydrophilic Pulp Cellulose-based Membrane and Its Performance In Oil-water Separation)
12/11/24
1 item of Media coverage
Press/Media: Press / Media
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Researchers from Guangzhou University Report Recent Findings in Science (Efficient Asymmetric Diffusion Channel In Mnco2o4 Spinel for Ammonium- Ion Batteries)
11/28/24
1 item of Media coverage
Press/Media: Press / Media
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Hebei Normal University of Science and Technology Reports Findings in Science (A novel hollow flower shaped Cu9S8 antibacterial agent for removing sulfonamide in water environment: effects of composite with magnetic biochar, differential ...)
11/11/24
1 item of Media coverage
Press/Media: Press / Media
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Tianjin University Details Findings in Energy (Thickening Progression Mechanism of Silica Fume - Oil Well Cement Composite System At High Temperatures)
10/22/24
1 item of Media coverage
Press/Media: Press / Media