Blogs on sustainable AI » Lamarr Institute

Design sem nome27 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Splitting Stump Forests: A Model to Accurately “Compress”?

19. March 2025

Edge AI enables local AI model deployment for efficient data processing, but optimization is challenging. This post explores Splitting Stump Forests (SSF), a powerful compression technique for efficient Edge AI deployment. ...

00 Blog Sebastian Buschjaeger Ressource Aware ML - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

Resource-aware Machine Learning: Concepts for greater energy efficiency

13. December 2023

Find out more about resource-aware machine learning (RAML) and data mining in this article. We highlight the growing energy consumption and present solutions using the example of autonomous driving....

00 Blog Andreas Konfigurierbare Pumpen - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Application

What is it capable of and what does it cost? AI for the prediction of product features

28. June 2023

How much does my custom-made product cost? These and other factors are essential for the purchase decision for a particular manufacturer. For the latter, however, the calculation is time-consuming. Machine learning can speed up this process tremendously....

00 Blog Fischer Energy Labels - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

How can we analyze the energy efficiency of Machine Learning models?

11. January 2023

Improving the prediction quality of trained Machine Learning models leads to procedures with high energy consumption. A new method enables the determination of energy efficiency in Machine Learning, as well as representation in the form of energy labels....

00 Blog Weichert Forschung neu - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

Using Design of Experiments and Artificial Intelligence to achieve greater sustainability through resource efficiency

30. November 2022

Artificial Intelligence can promote sustainability in research and development. With its targeted use in Design of Experiments, it is possible to save on experiments and therefore also resources....

00 Blog Gerlach Evo Annealer neu - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Application

Preparing for the quantum age with the IAIS Evo Annealer

02. November 2022

The IAIS Evo Annealer is a bridging technology for Quantum Computing. With its energy efficiency and the ability to solve large mathematical problems, it can already be used in practice....

00 Blog CyrillStachniss Cluster - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Research

Autonomous robots for agriculture 4.0

19. October 2022

Agriculture is fundamental to ensure our livelihood. Autonomous robots that can monitor, understand and act on fields have the potential to assist in sustainable agriculture 4.0....

00 Blog PhenoRob Cluster - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

Drones and robots for a sustainable agriculture of the future

05. October 2022

In this blog post, the Cluster of Excellence “PhenoRob - Robotics and Phenotyping for Sustainable Crop Production” from the University of Bonn introduces itself and provides exciting insights into its research fields relating to Agriculture 4.0....

00 Blog Weichert DoE - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Basics

How does Design of Experiments work with AI?

23. March 2022

In research and development departments, Design of Experiments with Artificial Intelligence can save many experiments and therefore time, money and resources. But how exactly does it work?...