Yalan Song

Pennsylvania State University

United States

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Articles (10)

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2022

Collaborators (5)

Andrew Wood

Research Professor

Colorado School of Mines

UNITED STATES

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Chaopeng Shen

Assistant Professor

Pennsylvania State University

UNITED STATES

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Xiaofeng Liu

UNITED STATES

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Tadd Bindas

Product Engineering Professional

UNITED STATES

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Paul Ullrich

tahoe environmental research center university of california davis california usa

UNITED STATES

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Yalan Song

Research Interests

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Contact this professor

Articles (10)

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

Improving differentiable hydrologic modeling with interpretable forcing fusion

Technical note: How many models do we need to simulate hydrologic processes across large geographical domains?

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

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

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

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

Bathymetry Inversion Using a Deep‐Learning‐Based Surrogate for Shallow Water Equations Solvers

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

Three-Dimensional Numerical Modeling of Local Scour: A State-of-the-Art Review and Perspective

Collaborators (5)

Andrew Wood

Chaopeng Shen

Xiaofeng Liu

Tadd Bindas

Paul Ullrich

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