Climate Change AI

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

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