PNNL

Publications

Search for low-mass dark matter WIMPs with 12 ton-day exposure of DarkSide-50

Heightened U.S. Coastal Hurricane Risk Under Global Warming

The frequency and intensity of storms affecting U.S. coastal areas will likely increase in a warming world.

Modeling Agriculture Matters for Carbon Cycling

Researchers investigated the impact of using constant versus spatially varying crop parameters on carbon and energy fluxes in a realistic crop rotation scenario.

Summit Technical Sessions

AI With Concepts (AIwC)

Predicting Critical Transitions in Multiscale Data

Three PNNL-Authored Papers Accepted for the International Conference on Learning Representation

Three PNNL authored papers were accepted as posters to the ICLR 2023 Workshop on Physics for Machine Learning and Workshop on Mathematical and Empirical Understanding of Foundation Models.

Mega AI

Generating Hourly Electricity Load Profiles for Resilient Grid Planning

A new model uses machine learning to project electricity loads across the United States.