Yalan Song

Scour modeling based on immersed boundary method: A pathway to practical use of three-dimensional scour models

Yalan Song, Yuncheng Xu, Hassan Ismail et al. · Coastal Engineering · 2021 · 34 citations

Geotechnical Engineering, Engineering, Immersed Boundary Method +12

When ancient numerical demons meet physics-informed machine learning: adjoint-based gradients for implicit differentiable modeling

Yalan Song, Wouter Knoben, Martyn Clark et al. · Hydrology and earth system sciences · 2024 · 25 citations · Full text

Numerical Analysis, Adjoint-based Gradients, Engineering +16

High‐Resolution National‐Scale Water Modeling Is Enhanced by Multiscale Differentiable Physics‐Informed Machine Learning

Yalan Song, Tadd Bindas, Chaopeng Shen et al. · Water Resources Research · 2025 · 20 citations · Full text

LSTM-Based Data Integration to Improve Snow Water Equivalent Prediction and Diagnose Error Sources

Yalan Song, Wen‐Ping Tsai, Jonah Gluck et al. · Journal of Hydrometeorology · 2023 · 19 citations · Full text

Swe Integration, Hydrological Prediction, Snow Water Equivalent +22

Deep learning insights into suspended sediment concentrations across the conterminous United States: Strengths and limitations

Yalan Song, Piyaphat Chaemchuen, Farshid Rahmani et al. · Journal of Hydrology · 2024 · 18 citations

Engineering, Sediment Quality, Sedimentation +8