Yannick Robin

High-Performance VOC Quantification for IAQ Monitoring Using Advanced Sensor Systems and Deep Learning

Yannick Robin, Johannes Amann, Tobias Baur et al. · Atmosphere · 2021 · 45 citations · Full text

Convolutional Neural Network, Environmental Monitoring, Machine Learning +23

Deep Learning Based Calibration Time Reduction for MOS Gas Sensors with Transfer Learning

Yannick Robin, Johannes Amann, Payman Goodarzi et al. · Atmosphere · 2022 · 27 citations · Full text

Artificial Intelligence, Calibration Time, Engineering +15

Transfer Learning to Significantly Reduce the Calibration Time of MOS Gas Sensors

Yannick Robin, Johannes Amann, Payman Goodarzi et al. · 2022 · 12 citations

Engineering, Machine Learning, Measurement +24

Influence of synchronization within a sensor network on machine learning results

Tanja Dorst, Yannick Robin, Sascha Eichstädt et al. · Journal of sensors and sensor systems · 2021 · 10 citations · Full text

Comparison of Transfer Learning and Established Calibration Transfer Methods for Metal Oxide Semiconductor Gas Sensors

Yannick Robin, Johannes Amann, Tizian Schneider et al. · Atmosphere · 2023 · 10 citations · Full text