3 papers
cond-mat.mtrl-sci2025
Zero-shot Autonomous Microscopy for Scalable and Intelligent Characterization of 2D Materials
Jingyun Yang, Ruoyan Avery Yin, Chi Jiang +14
Characterization of atomic-scale materials traditionally requires human experts with months to years of specialized training. Even for trained human operators, accurate and reliabl…
physics.flu-dyn2025
Effective transport by 2D turbulence: Vortex-gas theory vs. scale-invariant inverse cascade
Julie Meunier, Basile Gallet
The scale-invariant inverse energy cascade is a hallmark of 2D turbulence, with its theoretical energy spectrum observed in both direct numerical simulations (DNS) and laboratory e…
cs.AI2025
Collaborative AI Enhances Image Understanding in Materials Science
Ruoyan Avery Yin, Zhichu Ren, Zongyou Yin +4
The Copilot for Real-world Experimental Scientist (CRESt) system empowers researchers to control autonomous laboratories through conversational AI, providing a seamless interface f…