However, the main bottleneck to scale up towards high throughput approaches remains their preparation and especially surface chemistry approaches that are compatible with upscaling. Here, selection-limited and computational approaches provide interesting opportunities to explore, analyze and predict large libraries. While larger throughputs increase the chance of finding suitable sensor properties, combinations of sensors can be used to enhance sensing by multiplexing.