Scott Steinschneider
Prof Assoc
Bio and Envir Engineering · CALS
225 publications
3,526 citations
32 h-index
Environmental Science
Rising Papers (1)
2025-01-13 · npj natural hazards. · Water Science and Technology
Compound coastal flooding in San Francisco Bay under climate change
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
14 citations · 7.9x expected for field
Recent Papers (14)
2026-06-19 · Journal of Hydrologic Engineering · Artificial Intelligence
Bayesian Hierarchical Pooling to Reduce Uncertainty in Projected Change of Design Floods
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-06-01 · Journal of Geophysical Research Machine Learning and Computation · Environmental Engineering
Knowledge Distillation for Improving Deep Learning‐Based Hydrological Prediction and Fine‐Tuning
2026-05-01 · Journal of Hydrology · Water Science and Technology
Deep learning error post-processing improves stochastic watershed modeling
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-04-17 · Bulletin of the American Meteorological Society · Water Science and Technology
Advancing a Coordinated Strategy for Decision-Relevant Climate Data Products for the United States
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-04-05 · Geophysical Research Letters · Water Science and Technology
Characterizing Improvements in Ensemble Forecast Performance Over the Last Decade: A Retrospective Analysis of the Hydrologic Ensemble Forecast Service (HEFS)
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-04-01 · Environmental Modelling & Software · Environmental Engineering
A novel hybrid fine-tuning method for supercharging deep learning model development for hydrological prediction
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-03-12 · Energy Reports · Ocean Engineering
The relative influences of hydrologic information and dams’ hydropower scheduling decisions on electricity price forecasts
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-03-07 · Scientific Data · Global and Planetary Change
Machine Learning-Based Reconstructions of Historical Daily and Monthly Runoff for the Laurentian Great Lakes
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-02-12 · Water Science and Technology
An argument for parsimony in differentiable hydrologic models
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-02-09 · Journal of Water Resources Planning and Management · Ocean Engineering
Comparing the Robustness of Forecast-Informed Reservoir Operating Policies under Forecast Uncertainty and Hydrologic Extremes
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-02-01 · Water Resources Research · Electrical and Electronic Engineering
How Hydropower Operations Mitigate Flow Forecast Uncertainties to Maintain Grid Services in the Western U.S.
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-01-12 · Zenodo (CERN European Organization for Nuclear Research) · Water Science and Technology
Assessing a Decade of Progress: Characterizing Performance Trends in Archived Operational Ensemble Streamflow Forecasts Across the Western US
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-01-12 · Zenodo (CERN European Organization for Nuclear Research) · Water Science and Technology
Assessing a Decade of Progress: Characterizing Performance Trends in Archived Operational Ensemble Streamflow Forecasts Across the Western US
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS
2026-01-01 · Coastal research library · Global and Planetary Change
The Influence of Climate Change on Compound Coastal Flooding in San Francisco Bay: An Application of a Hybrid Statistical-Dynamical Framework
Scott SteinschneiderProf Assoc, Bio and Envir Engineering · CALS