Hyperparameter optimisation of LSTM Networks for In-Field Low-Cost Air-Quality Sensor Qalibration
Low-cost air quality sensors (LCS) offer an unprecedented opportunity to monitor urban pollution with high spatial resolution. However, their physical readings are highly susceptible to environmental cross-sensitivities, particularly hygroscopic growth effects during winter heating seasons. While Long Short-Term Memory...