2 papers
physics.ao-ph2024
Enforcing Equity in Neural Climate Emulators
William Yik, Sam J. Silva
Neural network emulators have become an invaluable tool for a wide variety of climate and weather prediction tasks. While showing incredibly promising results, these networks do no…
physics.ao-ph2022
Exploring Randomly Wired Neural Networks for Climate Model Emulation
William Yik, Sam J. Silva, Andrew Geiss +1
Exploring the climate impacts of various anthropogenic emissions scenarios is key to making informed decisions for climate change mitigation and adaptation. State-of-the-art Earth…