Chaopeng Shen

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 21

Top Topics

Physical Models

Data Integration

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Comput. Geosci.

Publications

Savinay Nagendra, Chaopeng Shen, Daniel Kifer
Estimating Uncertainty in Landslide Segmentation Models. CoRR (2023)
Chaopeng Shen, Alison P. Appling, Pierre Gentine, Toshiyuki Bandai, Hoshin V. Gupta, Alexandre Tartakovsky, Marco Baity-Jesi, Fabrizio Fenicia, Daniel Kifer, Li Li, Xiaofeng Liu, Wei Ren, Yi Zheng, Ciaran J. Harman, Martyn Clark, Matthew Farthing, Dapeng Feng, Praveen Kumar, Doaa Aboelyazeed, Farshid Rahmani, Hylke E. Beck, Tadd Bindas, Dipankar Dwivedi, Kuai Fang, Marvin Höge, Chris Rackauckas, Tirthankar Roy, Chonggang Xu, Kathryn Lawson
Differentiable modeling to unify machine learning and physical models and advance Geosciences. CoRR (2023)
Shuyu Y. Chang, Zahra Ghahremani, Laura Manuel, Seyed Mohammad Hassan Erfani, Chaopeng Shen, Sagy Cohen, Kimberly Van Meter, Jennifer L. Pierce, Ehab A Meselhe, Erfan Goharian
The geometry of flow: Advancing predictions of river geometry with multi-model machine learning. CoRR (2023)
Jiangtao Liu, Yuchen Bian, Chaopeng Shen
Probing the limit of hydrologic predictability with the Transformer network. CoRR (2023)
Fuxin Zhu, Xin Li, Jun Qin, Kun Yang, Lan Cuo, Wenjun Tang, Chaopeng Shen
Integration of Multisource Data to Estimate Downward Longwave Radiation Based on Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Savinay Nagendra, Chaopeng Shen, Daniel Kifer
ThreshNet: Segmentation Refinement Inspired by Region-Specific Thresholding. CoRR (2022)
Savinay Nagendra, Daniel Kifer, Benjamin Mirus, Te Pei, Kathryn Lawson, Srikanth Banagere Manjunatha, Weixin Li, Hien Nguyen, Tong Qiu, Sarah Tran, Chaopeng Shen
Constructing a Large-Scale Landslide Database Across Heterogeneous Environments Using Task-Specific Model Updates. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Dapeng Feng, Jiangtao Liu, Kathryn Lawson, Chaopeng Shen
Differentiable, learnable, regionalized process-based models with physical outputs can approach state-of-the-art hydrologic prediction accuracy. CoRR (2022)
Xiaofeng Liu, Yalan Song, Chaopeng Shen
Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers. CoRR (2022)
Wenyu Ouyang, Kathryn Lawson, Dapeng Feng, Lei Ye, Chi Zhang, Chaopeng Shen
Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges. CoRR (2021)
Kuai Fang, Daniel Kifer, Kathryn Lawson, Dapeng Feng, Chaopeng Shen
The data synergy effects of time-series deep learning models in hydrology. CoRR (2021)
Yalan Song, Chaopeng Shen, Xiaofeng Liu
Surrogate Model for Shallow Water Equations Solvers with Deep Learning. CoRR (2021)
Dapeng Feng, Kathryn Lawson, Chaopeng Shen
Prediction in ungauged regions with sparse flow duration curves and input-selection ensemble modeling. CoRR (2020)
Wen-Ping Tsai, Ming Pan, Kathryn Lawson, Jiangtao Liu, Dapeng Feng, Chaopeng Shen
From parameter calibration to parameter learning: Revolutionizing large-scale geoscientific modeling with big data. CoRR (2020)
Chaopeng Shen, Xiaotao Yan, Qiaozhen Liu, Jian Kang, Yang Liu, Xiaogang Zheng, Xige Zhang, Yuanyi Liu
An FPGA Design and Implementation of 4G Network Security Algorithm Based on SNOW3G. QRS Companion (2019)
Kuai Fang, Ming Pan, Chaopeng Shen
The Value of SMAP for Long-Term Soil Moisture Estimation With the Help of Deep Learning. IEEE Trans. Geosci. Remote. Sens. 57 (4) (2019)
Dapeng Feng, Kuai Fang, Chaopeng Shen
Enhancing streamflow forecast and extracting insights using long-short term memory networks with data integration at continental scales. CoRR (2019)
Kuai Fang, Chaopeng Shen, Daniel Kifer
Evaluating aleatoric and epistemic uncertainties of time series deep learning models for soil moisture predictions. CoRR (2019)
Xinye Ji, Chaopeng Shen
The introspective may achieve more: Enhancing existing Geoscientific models with native-language emulated structural reflection. Comput. Geosci. 110 (2018)
Chaopeng Shen
A trans-disciplinary review of deep learning research for water resources scientists. CoRR (2017)
Jian Kang, Chunxiao Zhou, Weiqiang Xia, Chaopeng Shen, Guanglu Sun
A Novel Filtering Method for Infrared Image. ICYCSEE (1) (2016)
Chaopeng Shen, Jie Niu, Kuai Fang
Quantifying the effects of data integration algorithms on the outcomes of a subsurface-land surface processes model. Environ. Model. Softw. 59 (2014)
David Trebotich, Mark F. Adams, Sergi Molins, Carl I. Steefel, Chaopeng Shen
High-Resolution Simulation of Pore-Scale Reactive Transport Processes Associated with Carbon Sequestration. Comput. Sci. Eng. 16 (6) (2014)
Chaopeng Shen, Jing-Mei Qiu, Andrew J. Christlieb
Adaptive mesh refinement based on high order finite difference WENO scheme for multi-scale simulations. J. Comput. Phys. 230 (10) (2011)