Title: Scientists Utilize Machine Learning to Identify Construction Liquids for Moon and Mars
Scientists at Washington State University (WSU) are utilizing the power of machine learning to determine the most suitable liquids for construction endeavors on the moon and Mars. Led by Soumik Banerjee, the research team is focusing on ionic liquids, a unique type of liquid salt.
In preparation for NASA’s upcoming missions to the moon and Mars, the challenge of transporting all the necessary materials from Earth poses a significant hurdle. To overcome this obstacle, scientists propose utilizing resources already present in space, resulting in a concept akin to space recycling. By employing 3D printing technology, the aim is to construct necessary items using available materials found on the moon and Mars.
The primary objective of Banerjee’s team revolves around in situ resource utilization, specifically leveraging the resources available in space. A critical challenge is identifying liquids that can effectively extract materials from the soil of the moon and Mars without relying on water, as water is scarce on the moon.
This endeavor is where machine learning plays a crucial role. Instead of the conventional method of testing every liquid in a laboratory, which is both time-consuming and costly, scientists are turning to machine learning algorithms to expedite the process of narrowing down viable options.
The scientists are focusing on specific characteristics of these liquids, such as their particle size and fluidity. Through rigorous research, the team has identified approximately six liquids that show great promise for this ambitious project.
In collaboration with scientists from the University of Colorado, various tests have been conducted in a controlled laboratory environment. Moving forward, the plan is to experiment with these liquids using materials that closely resemble what would be found on the moon and Mars.
Thanks to the innovative application of machine learning and the dedicated efforts of these scientists, the possibilities of human habitation and construction on celestial bodies like the moon and Mars are becoming more tangible than ever before. The convergence of scientific exploration and space travel holds the promise of thrilling adventures and groundbreaking accomplishments in the near future.
