Overview
Education/Academic qualification
Comp-Comp Sci, Doctorate Degree
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Dive into the research topics where Dan Lu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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An Alternative Ensemble Streamflow Prediction Approach Using Improved Subseasonal Precipitation Forecasts from the North America Multi-Model Ensemble Phase II
Zhang, L., Yang, T., Gao, S., Fan, M., Lu, D., Xu, H. & Xiao, C., Mar 2025, In: Journal of Hydrometeorology. 26, 3, p. 309-326 18 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
A novel conditional generative model for efficient ensemble forecasts of state variables in large-scale geological carbon storage
Fan, M., Liu, Y., Lu, D., Wang, H. & Zhang, G., Feb 2025, In: Journal of Hydrology. 648, 132323.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
CONDITIONAL PSEUDO-REVERSIBLE NORMALIZING FLOW FOR SURROGATE MODELING IN QUANTIFYING UNCERTAINTY PROPAGATION
Yang, M., Wang, P., Fan, M., Lu, D., Cao, Y. & Zhang, G., 2025, In: Journal of Machine Learning for Modeling and Computing. 6, 4, p. 1-28 28 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Distributed Cross-Channel Hierarchical Aggregation for Foundation Models
Tsaris, A., Lyngaas, I., Lagergren, J., Wahib, M., York, L., Balaprakash, P., Lu, D., Wang, F. & Wang, X., Nov 15 2025, Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2025. Association for Computing Machinery, Inc, p. 935-948 14 p. (Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Enhancing Multi-Step Reservoir Inflow Forecasting: A Time-Variant Encoder–Decoder Approach
Fan, M., Lu, D. & Gangrade, S., Aug 2025, In: Geosciences (Switzerland). 15, 8, 279.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations
Datasets
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Improving the Estimation of the Atmospheric Water Vapor Pressure Using Interpretable Long Short-Term Memory Networks: Dataset, Python code, and trained models
Gao, B. (Creator), Coon, E. (Creator), Thornton, P. (Creator) & Lu, D. (Creator), Environmental System Science Data Infrastructure for a Virtual Ecosystem; Environmental Systems Science Data Infrastructure for a Virtual Ecosystem (ESS-DIVE), Jan 1 2023
DOI: 10.15485/2229439
Dataset