SustainML Project
Sustainable Machine Learning
About
Sustainable Machine Learning
SustainML is dedicated to creating a sustainable ML framework for Green AI. By prioritizing energy efficiency, SustainML aims to pave the way for environmentally conscious AI solutions that are both efficient and effective.
Model the requirements of specific ML applications.
Collection of efficient methods and cores as catalogs and libraries of energy-optimized parameterized ML models.
Resource-aware optimization methods based on models from previous objectives.
Promotion of distributed, collaborative learning
Latest News
SustainML News
Dive deep into the world of Sustainable Machine Learning and stay up to date with SustainML´s achievements, events, and more.
Cracks in the Foundation: Challenging Vision AI for Safer Infrastructure
Monitoring the condition of bridges, roads, tunnels, and other critical infrastructure is essential for ensuring public safety and preventing costly failures. However, developing reliable AI solutions...
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Rethinking AI Efficiency for the Next Generation of Intelligent Systems
Artificial intelligence systems continue to evolve rapidly, but this progress is often accompanied by rising computational requirements and energy consumption. Training and deploying modern machine le...
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Bridging Human-Centered Design and Sustainable AI
As artificial intelligence systems continue to expand into everyday applications, concerns regarding their computational demands and environmental impact are becoming increasingly important. Modern AI...
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Videos
Meet our partners: discover their roles in the SustainML project
Events
SustainML's Latest Events
Bringing Sustainable AI to Robotics: SustainML at ERF 2026
- 23-27 March 2026
- Venue: Stavenger Forum
- Location: Stavanger, Norway
- Partner Name: eProsima
- Type: Event
- Status: Confirmed
- Organized by: Third Party
- Event Website: https://erf2026.eu/
eProsima will participate in the European Robotics Forum (ERF) 2026, one of Europe’s leading events in robotics and artificial intelligence, bringing together key players from research, industry, and ...
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Sustainable Artificial Intelligence for Sciences (SAINTS) 2026
- 6 March 2026
- Venue: Ole Maaløes Vej 5, Biocenter, University of Copenhagen in Room BI-2-1-07/09
- Location: University of Copenhagen
- Partner Name: University of Copenhagen
- Type: Workshop
- Status: Confirmed
- Organized by: SUSTAIN ML partner
- Event Website: https://saintslab.github.io/workshop2026/
SAINTS’26 brings researchers and practitioners together to discuss how we can reduce the computational and environmental footprint of modern ML, while still pushing scientific discovery forward.
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ARCS 2024. HPC - Challenges for Sustainable Computing
- 15 May 2024
- Location: Potsdam, Germany
- Partner Name: DFKI
- Type: Workshop
- Status: Confirmed
- Organized by: Third Party
37th GI/ITG International Conference on Architecture of Computing Systems
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This project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No 101070408.