Accepted Workshop Papers
Summer School 2022
CCAI Community Platform
The EPA’s new methane reduction proposal hints at help from AI
January 19, 2022
The agency acknowledges the role of cutting-edge techniques, but stops short of fully endorsing them.
Climate Change AI @ COP26
Lynn H. Kaack
January 12, 2022
CCAI's events at the November conference continued to provide scientific input to policymakers on AI's relationship with climate change.
Learning to Control Buildings Like an Engineer
December 21, 2021
A new approach to energy-efficient HVAC control infuses deep learning with guidance from physics.
hybrid physical models
reinforcement learning and control
A datathon to empower women in climate change and data science
December 13, 2021
The Women in Data Science Datathon 2022 will highlight the role of buildings for climate change mitigation, while supporting women in the field.
GANs for Dynamic Spatio-Temporal Patterns
December 02, 2021
Deep generative modeling can help to accelerate and scale simulation of weather patterns and turbulent flows.
Earth systems modeling
Startups in the Climate Space: An Interview with Dr. Lauren Kuntz of Gaiascope
November 12, 2021
Reflecting on the undeniable advance of climate change, my friend Lauren and I discuss how startups can enter the climate space and make a difference.
CCAI’s comments on the EU’s proposed Harmonized Rules on AI
Lynn H. Kaack
November 02, 2021
What role can the “high-risk” classification for AI systems play in addressing climate change?
Introducing the CCAI blog
October 28, 2021