From AI discovery to macroscopic formula: a quasi-stability criterion for quantum dots inspired by Elon Musk's vision
Abstract
) > 6 ps based on scientific feeling and macroscopic physical quantities, where 6 picoseconds represents the minimum stability window for quantum dots. This achievement represents a breakthrough in predicting quantum dot stability behaviour using only measurable macroscopic parameters. Using quantum dots dispersed in solvents as an example, theoretical predictions show excellent agreement with experimental phenomena, validating the effectiveness and accuracy of the new research paradigm.
Fields of Study & Subjects
Quantum Dots Synthesis And Properties
Semiconductor Quantum Structures and Devices
Chemical and Physical Properties of Materials
Publication details
- Journal / source
- Nanoscale
- Volume
- 18
- Issue
- 12
- Pages
- 6249–6258
- Publication date
- 1 January 2026
- Language
- EN