Nicolas P. Winkler

According to our database, Nicolas P. Winkler authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

Gas Distribution Mapping With Radius-Based, Bi-directional Graph Neural Networks (RABI-GNN).

Nicolas P. Winkler, Patrick P. Neumann, Erik Schaffernicht, Achim J. Lilienthal

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2024

Outdoor Gas Plume Reconstructions: A Field Study with Aerial Tomography.

Patrick P. Neumann, Dino Hüllmann, Nicolas P. Winkler, Heiko Lohrke, Achim J. Lilienthal

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2024

2022

Learning from the Past: Sequential Deep Learning for Gas Distribution Mapping.

Nicolas P. Winkler, Oleksandr Kotlyar, Erik Schaffernicht, Han Fan, Haruka Matsukura, Hiroshi Ishida, Patrick P. Neumann, Achim J. Lilienthal

Proceedings of the ROBOT 2022: Fifth Iberian Robotics Conference, 2022

Super-Resolution for Gas Distribution Mapping: Convolutional Encoder-Decoder Network.

Nicolas P. Winkler, Haruka Matsukura, Patrick P. Neumann, Erik Schaffernicht, Hiroshi Ishida, Achim J. Lilienthal

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Remote Drone-to-Drone Gas Sensing: A Feasibility Study.

Patrick P. Neumann, Dino Hullmann, Nicolas P. Winkler, Jan Schugardt

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

2021

Using Redundancy in a Sensor Network to Compensate Sensor Failures.

Nicolas P. Winkler, Patrick P. Neumann, Erik Schaffernicht, Achim J. Lilienthal

Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021