logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回
Y

Yalan Song

The Pennsylvania State University

10H指数
45论文数
615被引数
收录论文 16
发表时间
logo
Technical note: Benchmarking large-domain model performance under sampling uncertainty技术说明：在大范围模型性能评估中的采样不确定性分析
errHydrology and Earth System Sciences
IF5.8
err2026-06-05
err0
errOAAI
errGaby J. Gründemann; Wouter J. M. Knoben; Yalan Song; Katie van Werkhoven; Martyn P. Clark
err分享
err收藏
Physics-Informed, Differentiable Hydrologic Models for Capturing Unseen Extreme Events物理信息、可微分的水文模型用于捕捉未观测到的极端事件
errWater Resources Research
IF5
err2026-02-11
err0
errOAAI
errYalan Song; Kamlesh Sawadekar; Jonathan M. Frame; Ming Pan; Martyn P. Clark; Wouter J. M. Knoben; Andrew W. Wood; Kathryn E. Lawson; Trupesh Patel; Chaopeng Shen
err分享
err收藏
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对Williams（2025）的评论：朋友不会让朋友用NSE或KGE评估水文模型精度：一篇带有数据和改进实践建议的牢骚文
errENVIRONMENTAL MODELLING & SOFTWARE
IF4.6
err2026-01-01
err1
PREAI
errClark, Martyn P.; Knoben, Wouter J. M.; Spieler, Diana; Grundemann, Gaby J.; Thebault, Cyril; Vasqueza, Nicolas A.; Wood, Andrew W.; Song, Yalan; Shen, Chaopeng; Carney, Shaun; van Werkhoven, Katie
err分享
err收藏
Ensembling differentiable process-based and data-driven models with diverse meteorological forcing datasets to advance streamflow simulation
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-12-01
err0
PREAI
errLi, Peijun; Song, Yalan; Pan, Ming; Lawson, Kathryn; Shen, Chaopeng
err分享
err收藏
From RNNs to Transformers: benchmarking deep learning architectures for hydrologic prediction从rnn到变压器: 水文预测的深度学习架构基准测试
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-12-01
err0
errOAAI
errLiu, Jiangtao; Shen, Chaopeng; O'Donncha, Fearghal; Song, Yalan; Zhi, Wei; Beck, Hylke E.; Bindas, Tadd; Kraabel, Nicholas; Lawson, Kathryn
err分享
err收藏
Improving streamflow simulation through machine learning-powered data integration and its potential for forecasting in the Western US
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-10-21
err0
errOAAI
errYang, Yuan; Pan, Ming; Feng, Dapeng; Xiao, Mu; Dixon, Taylor; Hartman, Robert; Shen, Chaopeng; Song, Yalan; Sengupta, Agniv; Delle Monache, Luca; Ralph, F. Martin
err分享
err收藏
Distinct hydrologic response patterns and trends worldwide revealed by physics-embedded learning由嵌入物理的学习揭示的全球不同水文响应模式与趋势
errNature Communications
IF15.7
err2025-10-15
err0
errOAAI
errHaoyu Ji; Yalan Song; Tadd Bindas; Chaopeng Shen; Yuan Yang; Ming Pan; Jiangtao Liu; Farshid Rahmani; Ather Abbas; Hylke Beck; Kathryn Lawson; Yoshihide Wada
err分享
err收藏
Scientific Machine Learning of Flow Resistance Using Universal Shallow Water Equations With Differentiable Programming基于可微分编程的通用浅水方程流动阻力科学机器学习方法
errWater Resources Research
IF5
err2025-09-04
err0
errOAAI
errXiaofeng Liu; Yalan Song
err分享
err收藏
Update hydrological states or meteorological forcings? Comparing data assimilation methods for differentiable hydrologic models更新水文状态还是气象强迫？可微分水文模型的数据同化方法比较
errJournal of Hydrology
IF6.3
err2025-08-24
err0
PREAI
errAmirmoez Jamaat; Yalan Song; Farshid Rahmani; Jiangtao Liu; Kathryn Lawson; Chaopeng Shen
err分享
err收藏
Improving differentiable hydrologic modeling with interpretable forcing fusion改进可微分水文建模的可解释性强制融合
errJOURNAL OF HYDROLOGY
IF6.3
err2025-06-06
err0
PREAI
errSawadekar, Kamlesh; Song, Yalan; Pan, Ming; Beck, Hylke; McCrary, Rachel; Ullrich, Paul; Lawson, Kathryn; Shen, Chaopeng
err分享
err收藏
Deep learning insights into suspended sediment concentrations across the conterminous United States: Strengths and limitations
errJOURNAL OF HYDROLOGY
IF6.3
err2024-08-01
err4
PREAI
errSong, Yalan; Chaemchuen, Piyaphat; Rahmani, Farshid; Zhi, Wei; Li, Li; Liu, Xiaofeng; Boyer, Elizabeth; Bindas, Tadd; Lawson, Kathryn; Shen, Chaopeng
err分享
err收藏
When ancient numerical demons meet physics-informed machine learning: adjoint-based gradients for implicit differentiable modeling
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2024-07-15
err5
errOAAI
errSong, Yalan; Knoben, Wouter J. M.; Clark, Martyn P.; Feng, Dapeng; Lawson, Kathryn; Sawadekar, Kamlesh; Shen, Chaopeng
err分享
err收藏
LSTM-Based Data Integration to Improve Snow Water Equivalent Prediction and Diagnose Error Sources
errJOURNAL OF HYDROMETEOROLOGY
IF2.9
err2024-01-01
err6
PREAI
errSong, Yalan; Tsai, Wen-Ping; Gluck, Jonah; Rhoades, Alan; Zarzycki, Colin; McCrary, Rachel; Lawson, Kathryn; Shen, Chaopeng
err分享
err收藏
Scour modeling based on immersed boundary method: A pathway to practical use of three-dimensional scour models
errCOASTAL ENGINEERING
IF4.5
err2022-01-01
err21
errOAAI
errSong, Yalan; Xu, Yuncheng; Ismail, Hassan; Liu, Xiaofeng
err分享
err收藏
An Improved Immersed Boundary Method for Simulating Flow Hydrodynamics in Streams with Complex Terrains
errWATER
IF3
err2020-08-07
err1
errOAAI
errSong, Yalan; Lai, Yong G.; Liu, Xiaofeng
err分享
err收藏
An investigation on HOBEM in evaluating ship wave of high speed displacement ship
errJOURNAL OF HYDRODYNAMICS
IF3.5
err2018-08-31
err8
PREAI
errChen, Xi; Zhu, Ren-chuan; Song, Ya-lan; Fan, Ju
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
Y
Yoshihide Wada
H 指数: 115 · 论文数: 645
M
Martyn Clark
H 指数: 106 · 论文数: 734
Y
Yuan Yang
H 指数: 80 · 论文数: 394
M
Ming Pan
H 指数: 79 · 论文数: 487
F
F. Martin Ralph
H 指数: 77 · 论文数: 462
查看更多