Chaopeng Shen

Full Professor, Pennsylvania State University

Joined

July 2019

Names

Chaopeng Shen

Emails

****@psu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Full Professor

Pennsylvania State University (psu.edu)

2024 – Present

Associate Professor

Pennsylvania State University (psu.edu)

2019 – 2024

Assistant Professor

Pennsylvania State University (psu.edu)

2012 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Mantha Phanikumar

Present

PhD Advisee

Dapeng Feng

Present

PhD Advisee

Kuai Fang

Present

Expertise

deep learning

2017 – Present

remote sensing

2016 – Present

hydrology

2006 – Present

Publications

Increasing phosphorus loss despite widespread concentration decline in US rivers
Chaopeng Shen
- Proceedings of the National Academy of Sciences
- Readers: Everyone
Differentiable, Learnable, Regionalized Process-Based Models With Multiphysical Outputs can Approach State-Of-The-Art Hydrologic Prediction Accuracy
Chaopeng Shen
- Water Resources Research
- Readers: Everyone
Diffusion-Based Probabilistic Modeling for Hourly Streamflow Prediction and Assimilation
Chaopeng Shen
- OpenReview Archive Direct Upload
- Readers: Everyone
From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling
Chaopeng Shen
- Nature Communications
- Readers: Everyone
Distinct hydrologic response patterns and trends worldwide revealed by physics-embedded learning
Chaopeng Shen
- Nature Communications
- Readers: Everyone
StefaLand: An Efficient Geoscience Foundation Model That Improves Dynamic Land–Surface Predictions
Nicholas Kraabel, Jiangtao Liu, Yuchen Bian, Daniel Kifer, Chaopeng Shen
- Submitted to ICLR 2026
- Readers: Everyone
Injecting Sensitivity Constraint Into Continual Learning Significantly Enhances Surrogate-Aided Optimization
Doaa Aboelyazeed, Leo Lonzarich, Abdolmehdi Behroozi, Chaopeng Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Graph Spectral Neural Operators: Learning Space-Time PDE Solutions on Arbitrary Geometries
Abdolmehdi Behroozi, Chaopeng Shen
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Constructing a large-scale landslide database across heterogeneous environments using task-specific model updates
Savinay Nagendra, Daniel Kifer, Chaopeng Shen
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Readers: Everyone
Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
Abdolmehdi Behroozi, Chaopeng Shen, Daniel Kifer
- ICLR 2025 Poster
- Readers: Everyone

Chaopeng Shen

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors