Area of research
Water Science and Technology · Global and Planetary Change
Research interest
Research focused on Environmental science and Hydrology (agriculture), with related work in Benchmarking, Process (computing), Forcing (mathematics). Notable publications include 'The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty', 'A decade of Predictions in Ungauged Basins (PUB)—a review', and 'Twenty-three unsolved problems in hydrology (UPH) – a community perspective'.
Convergent and Transdisciplinary Integration: On the Future of Integrated Modeling of Human‐Water Systems
High‐Resolution National‐Scale Water Modeling Is Enhanced by Multiscale Differentiable Physics‐Informed Machine Learning
Physics-informed, Differentiable Hydrologic Models for Capturing Unseen Extreme Events
Technical note: How many models do we need to simulate hydrologic processes across large geographical domains?
On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results
On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results
High-resolution national-scale water modeling is enhanced by multiscale differentiable physics-informed machine learning
Improving Physics-informed, Differentiable Hydrologic Models for Capturing Unseen Extreme Events
Convergent and transdisciplinary integration: On the future of integrated modeling of human-water systems
Technical note: How many models do we need to simulate hydrologic processes across large geographical domains?
Prominent impacts of hydrologic scaling laws on climate risks
Differentiable modelling to unify machine learning and physical models for geosciences
Differentiable modeling to unify machine learning and physical models and advance Geosciences
Community Workflows to Advance Reproducibility in Hydrologic Modeling: Separating Model‐Agnostic and Model‐Specific Configuration Steps in Applications of Large‐Domain Hydrologic Models
A Vector‐Based River Routing Model for Earth System Models: Parallelization and Global Applications
Simulating the Impact of Global Reservoir Expansion on the Present‐Day Climate
Understanding the Information Content in the Hierarchy of Model Development Decisions: Learning From Data
Spatial Dependence of Floods Shaped by Spatiotemporal Variations in Meteorological and Land‐Surface Processes
The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty
Twenty-three unsolved problems in hydrology (UPH) – a community perspective
Hillslope Hydrology in Global Change Research and Earth System Modeling
On the choice of calibration metrics for “high-flow” estimation using hydrologic models
How Do Modeling Decisions Affect the Spread Among Hydrologic Climate Change Projections? Exploring a Large Ensemble of Simulations Across a Diversity of Hydroclimates
Quantifying Process Connectivity With Transfer Entropy in Hydrologic Models
A Ranking of Hydrological Signatures Based on Their Predictability in Space
ESM-SnowMIP: assessing snow models and quantifying snow-related climate feedbacks
Benchmarking and Process Diagnostics of Land Models
On the choice of calibration metrics for high flow estimation usinghydrologic models
Selection of hydrological signatures for large-sample hydrology
The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism