Synthetic Fluorescent Receptor Arrays for Sensing in Complex Matrices: From Robust Chemistry to Data-Driven Readouts

Key Points

• The research aims to develop synthetic fluorescent receptor arrays for improved sensing in challenging environments.
• Development of synthetic fluorescent receptor arrays using organic probes
• Utilization of pattern recognition approaches for sensing
• Evaluation of sensing capabilities in complex chemical environments
• Synthetic receptor arrays demonstrate robust sensing in various matrices
• Data-driven readouts improve detection accuracy
• Pattern-based approaches outperform traditional biorecognition methods