Physics Practical Magic

Engineers built a material that literally 'sweats' liquid metal to heal its own cracks when it gets too hot.

March 17, 2026

Original Paper

A biomimetic feedback loop for sustaining self-lubrication and wear resistance

Fuyan Kang, Shilin Deng, Panpan Li, Rui Zhao, Xiaohong Liu, Hongxuan Li, Huidi Zhou, Jianmin Chen, Wengen Ouyang, Li Ji

arXiv · 2603.15181

The Takeaway

Inspired by biological feedback loops, this new film detects when friction-induced heat is rising and automatically releases metal particles to build a low-friction carbon shield. This allows the material to self-regulate its own wear and tear, achieving an incredibly long life even in the extreme vacuum of space.

From the abstract

Intelligent materials that self-sense and self-regulate are an emerging frontier in sustainable technology. Here we introduce Cu(Au)/C nanocomposite films that act as bioinspired self-adjusting lubricants. In these films, frictional heating triggers melting and migration of soft metal nanoparticles (NPs) such as Cu or Au along nano-pores to the friction interface, where the metal catalyzes the in-situ formation of ordered carbon nano-structures. Real-time monitoring of friction coefficient, elec