Jul
30
Imperial College London researchers have demonstrated how machine learning could help design lithium-ion batteries and fuel cells with better performance. The new machine learning algorithm allows researchers to explore possible designs for the microstructure of fuel cells and lithium-ion batteries, before running 3D simulations that help researchers make changes to improve performance. Improvements could include […]
Mar
19
Using Machine Learning to Build Better Batteries
March 19, 2020 | Leave a Comment
Stanford University’s new machine learning method has slashed battery testing times – a key barrier to longer-lasting, faster-charging batteries for electric vehicles – by nearly fifteenfold. Battery performance can make or break the electric vehicle experience, from driving range to charging time to the lifetime of the car. Now, artificial intelligence has made dreams like […]
Jan
1
Artificial Intelligence Comes to Battery Design
January 1, 2020 | Leave a Comment
Happy New Year! DOE/Argonne National Laboratory researchers have turned to the power of machine learning and artificial intelligence to dramatically accelerate battery discovery. The press release likens designing new batteries with the best molecular building blocks for battery components to trying to create a recipe for a new kind of cake, when you have billions […]
Jun
5
AI Used in Fusion Plasma Modeling
June 5, 2019 | Leave a Comment
Machine learning can help bring to Earth the clean fusion energy that powers the sun and stars. Researchers are using this form of artificial intelligence to create a model for rapid control of plasma – the state of matter composed of free electrons and atomic nuclei, or ions – that fuels fusion reactions. Machine learning […]
Mar
26
A Way Developed to Find New and Better Catalysts
March 26, 2019 | 1 Comment
University of Copenhagen researchers have developed a method that makes it easier to find better and cheaper catalysts. Catalysts that can ensure the creation and storage of bio source, solar and wind energy in fuels and chemicals will therefore play an increasingly important role. The catalysts that are used today are often both expensive and […]
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