Johannes Amann

Field Study of Metal Oxide Semiconductor Gas Sensors in Temperature Cycled Operation for Selective VOC Monitoring in Indoor Air

Tobias Baur, Johannes Amann, Caroline Schultealbert et al. · Atmosphere · 2021 · 54 citations · Full text

Environmental Monitoring, Engineering, Air Pollution Measurement +20

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

Measuring Hydrogen in Indoor Air with a Selective Metal Oxide Semiconductor Sensor

Caroline Schultealbert, Johannes Amann, Tobias Baur et al. · Atmosphere · 2021 · 19 citations · Full text

Environmental Monitoring, Engineering, Air Pollution Measurement +18

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