Dynamic compensation of diffusion-limited oxygen sensing with deep learning

Luminescence-based oxygen sensors suffer from a fundamental trade-off between mechanical robustness and temporal response; polymers that encapsulate the sensing dye also act as diffusion barriers that compromise real-time monitoring. Here, we show that this bottleneck can be computationally mitigate