Chaopeng Shen - RankMe

32 papers A* 1Journal 29Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comment on Williams (2025): "Friends don't let friends use NSE or KGE for hydrologic model accuracy evaluation: A rant with data and suggestions for better practice". Environ. Model. Softw. Martyn P. Clark, Wouter J. M. Knoben, Diana Spieler, Gaby J. Gründemann, Cyril Thébault, Nicolás A. Vásquez, Andrew W. Wood, Yalan Song, Chaopeng Shen, Shaun Carney, Katie van Werkhoven
2025	J	`jnl`	Bayesian Deep Learning for Convective Initiation Nowcasting Uncertainty Estimation. CoRR Da Fan, David John Gagne II, Steven J. Greybush, Eugene E. Clothiaux, John S. Schreck, Chaopeng Shen
2025	J	`jnl`	Distinct hydrologic response patterns and trends worldwide revealed by physics-embedded learning. CoRR Haoyu Ji, Yalan Song, Tadd Bindas, Chaopeng Shen, Yuan Yang, Ming Pan, Jiangtao Liu, Farshid Rahmani, Ather Abbas, Hylke E. Beck, Kathryn Lawson, Yoshihide Wada
2025	A*	`conf`	Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations. ICLR Abdolmehdi Behroozi, Chaopeng Shen, Daniel Kifer
2025	J	`jnl`	Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations. CoRR Abdolmehdi Behroozi, Chaopeng Shen, Daniel Kifer
2025	J	`jnl`	StefaLand: An Efficient Geoscience Foundation Model That Improves Dynamic Land-Surface Predictions. CoRR Nicholas Kraabel, Jiangtao Liu, Yuchen Bian, Daniel Kifer, Chaopeng Shen
2025	J	`jnl`	Update hydrological states or meteorological forcings? Comparing data assimilation methods for differentiable hydrologic models. CoRR Amirmoez Jamaat, Yalan Song, Farshid Rahmani, Jiangtao Liu, Kathryn Lawson, Chaopeng Shen
2024	J	`jnl`	SAMIC: Segment Anything with In-Context Spatial Prompt Engineering. CoRR Savinay Nagendra, Kashif Rashid, Chaopeng Shen, Daniel Kifer
2023	J	`jnl`	Differentiable modeling to unify machine learning and physical models and advance Geosciences. CoRR 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 P. Clark, Matthew W. 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
2023	J	`jnl`	Estimating Uncertainty in Landslide Segmentation Models. CoRR Savinay Nagendra, Chaopeng Shen, Daniel Kifer
2023	J	`jnl`	Probing the limit of hydrologic predictability with the Transformer network. CoRR Jiangtao Liu, Yuchen Bian, Chaopeng Shen
2023	J	`jnl`	The geometry of flow: Advancing predictions of river geometry with multi-model machine learning. CoRR 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
2022	J	`jnl`	Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers. CoRR Xiaofeng Liu, Yalan Song, Chaopeng Shen
2022	J	`jnl`	Constructing a Large-Scale Landslide Database Across Heterogeneous Environments Using Task-Specific Model Updates. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Savinay Nagendra, Daniel Kifer, Benjamin Mirus, Te Pei, Kathryn Lawson, Srikanth Banagere Manjunatha, Weixin Li, Hien Nguyen, Tong Qiu, Sarah Tran, Chaopeng Shen
2022	J	`jnl`	Differentiable, learnable, regionalized process-based models with physical outputs can approach state-of-the-art hydrologic prediction accuracy. CoRR Dapeng Feng, Jiangtao Liu, Kathryn Lawson, Chaopeng Shen
2022	J	`jnl`	Integration of Multisource Data to Estimate Downward Longwave Radiation Based on Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. Fuxin Zhu, Xin Li, Jun Qin, Kun Yang, Lan Cuo, Wenjun Tang, Chaopeng Shen
2022	J	`jnl`	ThreshNet: Segmentation Refinement Inspired by Region-Specific Thresholding. CoRR Savinay Nagendra, Chaopeng Shen, Daniel Kifer
2021	J	`jnl`	Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges. CoRR Wenyu Ouyang, Kathryn Lawson, Dapeng Feng, Lei Ye, Chi Zhang, Chaopeng Shen
2021	J	`jnl`	Surrogate Model for Shallow Water Equations Solvers with Deep Learning. CoRR Yalan Song, Chaopeng Shen, Xiaofeng Liu
2021	J	`jnl`	The data synergy effects of time-series deep learning models in hydrology. CoRR Kuai Fang, Daniel Kifer, Kathryn Lawson, Dapeng Feng, Chaopeng Shen
2020	J	`jnl`	From parameter calibration to parameter learning: Revolutionizing large-scale geoscientific modeling with big data. CoRR Wen-Ping Tsai, Ming Pan, Kathryn Lawson, Jiangtao Liu, Dapeng Feng, Chaopeng Shen
2020	J	`jnl`	Prediction in ungauged regions with sparse flow duration curves and input-selection ensemble modeling. CoRR Dapeng Feng, Kathryn Lawson, Chaopeng Shen
2019	—	`conf`	An FPGA Design and Implementation of 4G Network Security Algorithm Based on SNOW3G. QRS Companion Chaopeng Shen, Xiaotao Yan, Qiaozhen Liu, Jian Kang, Yang Liu, Xiaogang Zheng, Xige Zhang, Yuanyi Liu
2019	J	`jnl`	Enhancing streamflow forecast and extracting insights using long-short term memory networks with data integration at continental scales. CoRR Dapeng Feng, Kuai Fang, Chaopeng Shen
2019	J	`jnl`	Evaluating aleatoric and epistemic uncertainties of time series deep learning models for soil moisture predictions. CoRR Kuai Fang, Chaopeng Shen, Daniel Kifer
2019	J	`jnl`	The Value of SMAP for Long-Term Soil Moisture Estimation With the Help of Deep Learning. IEEE Trans. Geosci. Remote. Sens. Kuai Fang, Ming Pan, Chaopeng Shen
2018	J	`jnl`	The introspective may achieve more: Enhancing existing Geoscientific models with native-language emulated structural reflection. Comput. Geosci. Xinye Ji, Chaopeng Shen
2017	J	`jnl`	A trans-disciplinary review of deep learning research for water resources scientists. CoRR Chaopeng Shen
2016	—	`conf`	A Novel Filtering Method for Infrared Image. ICYCSEE (1) Jian Kang, Chunxiao Zhou, Weiqiang Xia, Chaopeng Shen, Guanglu Sun
2014	J	`jnl`	High-Resolution Simulation of Pore-Scale Reactive Transport Processes Associated with Carbon Sequestration. Comput. Sci. Eng. David Trebotich, Mark F. Adams, Sergi Molins, Carl I. Steefel, Chaopeng Shen
2014	J	`jnl`	Quantifying the effects of data integration algorithms on the outcomes of a subsurface-land surface processes model. Environ. Model. Softw. Chaopeng Shen, Jie Niu, Kuai Fang
2011	J	`jnl`	Adaptive mesh refinement based on high order finite difference WENO scheme for multi-scale simulations. J. Comput. Phys. Chaopeng Shen, Jing-Mei Qiu, Andrew J. Christlieb