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This breakthrough provides a precise computational framework for modeling the Kondo effect in real materials, eliminating decades-old approximations that limited previous predictions. By accurately simulating strongly correlated quantum systems like high-temperature superconductors without experimental reference, this advancement directly accelerates the design of next-generation quantum technologies.
Caltech & Yale Quantum Model of Electron Behavior in Real Materials

Caltech & Yale scientists accurately quantified the Kondo effect, a key phenomenon in understanding electron behavior in real materials.
Researchers have quantitatively modeled the Kondo effect, a crucial quantum phenomenon in metals, specifically for real materials, moving beyond decades of reliance on simplified approximations. Linqing Peng and Tianyu Zhu, both of Yale University, led the work, building on research initiated in the lab of Garnet Chan, Bren Professor of Chemistry at Caltech. Chan states that it is now possible to predict the properties…
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