Johannes Passig

According to our database, Johannes Passig authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Single-Particle Mass Spectrometry coupled with Deep Learning Approaches for automatic on-site Classification of Aerosol Particles.

Heinrich Ruser, Guanzhong Wang, Julian Schade, Johannes Passig, Ralf Zimmermann, Thomas Adam

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2025

2024

A Fuzzy Convolutional Neural Network for the Classification of Aerosol Particle Mass Spectral Patterns Generated by Single-Particle Mass Spectrometry.

Guanzhong Wang, Heinrich Ruser, Julian Schade, Johannes Passig, Ralf Zimmermann, Günther Dollinger, Thomas Adam

Proceedings of the International Joint Conference on Neural Networks, 2024

Rapid Classification Of Aerosol Particle Mass Spectra Using Data Augmentation And Deep Learning.

Guanzhong Wang, Heinrich Ruser, Julian Schade, Johannes Passig, Ralf Zimmermann, Günther Dollinger, Thomas Adam

Proceedings of the IEEE Conference on Artificial Intelligence, 2024

CNN-Based Aerosol Particle Classification Using 2D Representations of Single-Particle Mass Spectrometer Data.

Guanzhong Wang, Heinrich Ruser, Julian Schade, Johannes Passig, Ralf Zimmermann, Günther Dollinger, Thomas Adam

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2023

Real-time Detection of Chemical Compounds in Dust Particles Using a Single-Particle Mass Spectrometer and its Potential for Safety Applications.

Johannes Passig, Julian Schade, Ellen Iva Rosewig, Michael Pütz, Martin Seipenbusch, Sven Ehlert, Heinrich Ruser, Thomas Adam, Andreas Walte, Ralf Zimmermann

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023