Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Chaopeng Shen 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
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A highly efficient deep-learning-based parameter estimation and uncertainty reduction framework for ecosystem dynamics models
Shen, C. (PI)
Biological and Environmental Research
8/15/21 → 8/14/24
Project: Research project
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MRI: Acquisition of a Purpose-Built Deep Learning Compute System to Advance Fundamental Research and Education at Penn State
Cowen, D. (PI), Van Duin, A. (CoPI), Shen, C. (CoPI), Wauthier, C. (CoPI) & Gervais, M. (CoPI)
8/15/20 → 7/31/23
Project: Research project
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Collaborative Research: Predictive Risk Investigation SysteM (PRISM) for Multi-layer Dynamic Interconnection Analysis
Shen, C. (PI)
10/1/19 → 9/30/22
Project: Research project
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A Framework for Improving Analysis and Modeling of Earth System and Intersectoral Dynamics at Regional Scales
Ullrich, P. A. (PI), Grotjahn, R. (CoPI), Gutowski, W. J. (CoPI), Gassman, P. W. (CoPI), Hall, A. A. (CoPI), Berg, N. N. (CoPI), Mearns, L. (CoPI), Bukovsky, M. (CoPI), Mccrary, R. R. (CoPI), Mcginnis, S. S. (CoPI), Yates, D. D. (CoPI), Pryor, S. S. (CoPI), Barthelmie, R. R. (CoPI), Reed, K. R. (CoPI), Shen, C. (CoPI), Zarzycki, C. (CoPI), Wang, S.-Y. S.S.-Y. (CoPI), Jones, A. A. (CoPI), Rhoades, A. M. (CoPI), LEUNG, L. R. (CoPI), Feng, Z. (CoPI), Qian, Y. Y. (CoPI) & Sakaguchi, K. (CoPI)
Biological and Environmental Research
9/1/19 → 8/31/22
Project: Research project
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Bathymetry Inversion Using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers
Liu, X., Song, Y. & Shen, C., Mar 2024, In: Water Resources Research. 60, 3, e2023WR035890.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep learning insights into suspended sediment concentrations across the conterminous United States: Strengths and limitations
Song, Y., Chaemchuen, P., Rahmani, F., Zhi, W., Li, L., Liu, X., Boyer, E., Bindas, T., Lawson, K. & Shen, C., Aug 2024, In: Journal of Hydrology. 639, 131573.Research output: Contribution to journal › Article › peer-review
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Development of objective function-based ensemble model for streamflow forecasts
Lin, Y., Wang, D., Zhu, J., Sun, W., Shen, C. & Shangguan, W., Mar 2024, In: Journal of Hydrology. 632, 130861.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Improving River Routing Using a Differentiable Muskingum-Cunge Model and Physics-Informed Machine Learning
Bindas, T., Tsai, W. P., Liu, J., Rahmani, F., Feng, D., Bian, Y., Lawson, K. & Shen, C., Jan 2024, In: Water Resources Research. 60, 1, e2023WR035337.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
LSTM-Based Data Integration to Improve Snow Water Equivalent Prediction and Diagnose Error Sources
Song, Y., Tsai, W. P., Gluck, J., Rhoades, A., Zarzycki, C., McCrary, R., Lawson, K. & Shen, C., Jan 2024, In: Journal of Hydrometeorology. 25, 1, p. 223-237 15 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations