About
Mission
People
Press
Community Guidelines
Resources
CCAI Blog
Interactive Summaries
Tutorials
Resource Wiki
Accepted Workshop Papers
Newsletter
Reports
CCAI Paper
GPAI Report
Events
AAAI Fall Symposium Series 2022
Summer School 2022
Webinars
Happy Hours
Community Events
Past Events
Engage
CCAI Community Platform
CCAI Directory
RESEN-RAICAIA AI4D Grants
Lacuna Fund Dataset Grants
FAQ
Blog Posts
RSS
Text Search
Article Type
All Types
Subject Areas
Clear filters
Scaling Climate Smart Shrimp in Southeast Asia using GIS and Computer Vision
Anica Araneta
,
June 16, 2022
Multi-institution team of Innovation Grants Program awardees will use GIS and AI to identify and classify aquaculture sites for production intensification and mangrove restoration in Indonesia and the Philippines
Research summary
mangrove
shrimp
aquaculture
conservation
research
funding
innovation grants
Carbon Capture, Extreme Weather, and Disaster Management
Mark Roth
,
May 31, 2022
A recap of CCAI’s first reading groups
CCAI news
carbon capture
Earth systems modeling
adaptation
Announcing the Climate Change AI Innovation Grants 2021 winners
Konstantin Klemmer
,
April 13, 2022
13 proposals will be awarded a total of $1.8M USD as part of CCAI’s first research grants program
Announcement
innovation grants
climate change
ai
mitigation
adaptation
award
research
funding
The paper that launched CCAI
David Rolnick
,
March 08, 2022
Looking back at “Tackling Climate Change with Machine Learning”
CCAI Perspective
climate change
ai
machine learning
mitigation
adaptation
retrospective
CCAI Core Team Profile: Evan Sherwin
Evan Sherwin
,
February 07, 2022
The CCAI blog occasionally features profiles of core team members. This week, we check in with methane researcher and CCAI core team member Evan Sherwin.
Core team profile
methane
The EPA’s new methane reduction proposal hints at help from AI
Eric Lumsden
,
January 19, 2022
The agency acknowledges the role of cutting-edge techniques, but stops short of fully endorsing them.
Guest post
methane
EPA
policy
Climate Change AI @ COP26
David Dao
and
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.
CCAI news
policy
events
Learning to Control Buildings Like an Engineer
Ján Drgoňa
,
December 21, 2021
A new approach to energy-efficient HVAC control infuses deep learning with guidance from physics.
Research summary
buildings
hybrid physical models
reinforcement learning and control
A datathon to empower women in climate change and data science
Nikola Milojevic-Dupont
,
Priya Donti
,
and
Andrew Ross
,
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.
Announcement
buildings
data science
energy efficiency
events
GANs for Dynamic Spatio-Temporal Patterns
Konstantin Klemmer
,
December 02, 2021
Deep generative modeling can help to accelerate and scale simulation of weather patterns and turbulent flows.
Research summary
GAN
Earth systems modeling
remote sensing
spatio-temporal dynamics
generative models
Startups in the Climate Space: An Interview with Dr. Lauren Kuntz of Gaiascope
Geneviève Patterson
,
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.
Interview
startups
industry
CCAI’s comments on the EU’s proposed Harmonized Rules on AI
Konstantin Klemmer
,
Lynn H. Kaack
,
and
Jesse Dunietz
,
November 02, 2021
What role can the “high-risk” classification for AI systems play in addressing climate change?
CCAI perspective
EU
regulation
policy
Introducing the CCAI blog
Jesse Dunietz
,
October 28, 2021
Hello, world!
Announcement
blog admin