Author

J. W. Baldwin

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Open access Sep 2026

Multi-model ensemble projections of African humid heat extremes and their implications for future health studies

Global warming and extreme heat events have well-documented adverse effects on human health. As a first step to understand the possible future risk for heat-related illness and mortality, this study analyzes climate model projections to constrain model variability and spread related to humid heat extremes over Africa...

Isabelle Bunge, S. Dee, J. W. Baldwin · Environmental Research: Heal... · 0 citations

#machine learning Open access Mar 2026

Data-driven integration kernels for interpretable nonlocal operator learning

This work introduces data-driven integration kernels, a framework that adds structure to nonlocal operator learning by explicitly separating nonlocal information aggregation from local nonlinear prediction, and demonstrates the framework for South Asian monsoon precipitation using a hierarchy of neural network models w...

S. L. Ferretti, Jerry Lin, S. Shamekh et al. · Environmental Data Science · 0 citations