3 citations · 9 across the 5 of their papers we have counts for
3 papers · 1 filter
Difference Learning for Air Quality Forecasting Transport Emulation
Reed River Chen, Christopher Ribaudo, Jennifer Sleeman +6
Human health is negatively impacted by poor air quality including increased risk for respiratory and cardiovascular disease. Due to a recent increase in extreme air quality events,…
Forecast-Aware Model Driven LSTM
Sophia Hamer, Jennifer Sleeman, Ivanka Stajner
Poor air quality can have a significant impact on human health. The National Oceanic and Atmospheric Administration (NOAA) air quality forecasting guidance is challenged by the inc…
A Generative Adversarial Network for Climate Tipping Point Discovery (TIP-GAN)
Jennifer Sleeman, David Chung, Anand Gnanadesikan +10
We propose a new Tipping Point Generative Adversarial Network (TIP-GAN) for better characterizing potential climate tipping points in Earth system models. We describe an adversaria…