Future research is focused on developing more robust and scalable methods for stabilizing AuNPs. Some promising directions include:
1. In-situ Characterization Techniques: Advanced techniques such as X-ray absorption spectroscopy and electron microscopy can provide real-time insights into the stability and behavior of AuNPs during catalytic reactions. 2. Machine Learning: Utilizing machine learning algorithms to predict the stability of AuNPs based on their size, shape, and surface chemistry can accelerate the discovery of new stabilizing strategies. 3. Green Chemistry Approaches: Developing eco-friendly methods for synthesizing and stabilizing AuNPs is gaining importance to reduce environmental impact.
