Yalan Song

According to our database, Yalan Song authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

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".

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

Environ. Model. Softw., 2026

2025

Distinct hydrologic response patterns and trends worldwide revealed by physics-embedded learning.

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

CoRR, April, 2025

Update hydrological states or meteorological forcings? Comparing data assimilation methods for differentiable hydrologic models.

Amirmoez Jamaat, Yalan Song, Farshid Rahmani, Jiangtao Liu, Kathryn Lawson, Chaopeng Shen

CoRR, February, 2025

Scientific Machine Learning of Flow Resistance Using Universal Shallow Water Equations with Differentiable Programming.

Xiaofeng Liu, Yalan Song

CoRR, February, 2025

2022

Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers.

Xiaofeng Liu, Yalan Song, Chaopeng Shen

CoRR, 2022

2021

Surrogate Model for Shallow Water Equations Solvers with Deep Learning.

Yalan Song, Chaopeng Shen, Xiaofeng Liu

CoRR, 2021