RESEARCH

An original research article. in collaboration with a group from Kyushu Institute of Technology, featuring high-Tc superconductivity in an AlTi-based alloy predicted by machine learning, has been published in the Journal of Applied Physics.

Success in Creating High-Temperature Superconductivity in Lightweight Al-Ti-Mg Alloy
A research collaboration led by Kyushu University and Kyushu Institute of Technology has discovered a new superconducting state in an aluminum–titanium–magnesium (Al-Ti-Mg) alloy with a superconducting transition temperature higher than previously observed in this system. Using machine learning to guide the compositional search and a high-pressure torsion process to synthesize the alloy, the team identified compositions that exhibit superconductivity above 7 K, significantly exceeding the ~1.7 K transition temperatures known in similar alloys. This approach—combining data-driven prediction and advanced deformation processing—establishes a novel experimental design strategy that accelerates the discovery of functional materials. The finding opens up possibilities for lightweight, easily manufacturable, and cost-effective superconducting materials.

Journal: Journal of Applied Physics

DOI: 10.1063/5.0086694

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