Scientific Publications
2025
M.
Schäferhoff,
K.
Peper,
T.
Ambrosat,
C.
Heinze,
D.
Matuszczyk,
F.
Weichert,
B.
Brune,
D.
Ungermann and
M.
Geist,
"13. Symposium Experimentelle Untersuchungen von Baukonstruktionen"
in Schriftenreihe Konstruktiver Ingenieurbau Dresden,
2025.
pp. 40--51.
A.
Puzicha,
K.
Wüstefeld,
K.
Wilms and
F.
Weichert,
"Visual Trajectory Prediction of Vessels for Inland Navigation"
,
arXiv preprint arXiv:2505.00599,
2025.
T.
Haselhoff,
M. D.
Jedrusiak,
F.
Weichert and
S.
Moebus,
"Introducing NORBAERT - an open source software to facilitate the research on complex networks from the acoustic environment",
2025.
K.
Wüstefeld and
F.
Weichert,
"Signal model approximation through domain-aware image stream generation"
in Sixth International Conference on Computer Vision and Information Technology (CVIT 2025),
SPIE,
2025.
T.
Haselhoff,
S.
Moebus,
M.
Jedrusiak,
B. T.
Lawrence and
F.
Weichert,
"Modelling the urban acoustic environment using land use-based gradient boosting"
,
medRxiv,
2025.
 https://doi.org/10.1101/2025.07.22.25331920 |
2024
F. A.
Dreger,
S.
Kuhlmann,
F.
Weichert and
G.
Rinkenauer,
"4-DOF Robotic Arm Simulator for Machine Operator Training and Performance Evaluation: Engineering Design and Experimental Validation"
,
International Conference on Applied Human Factors and Ergonomics,
2024.
M.
Jedrusiak,
T.
Harweg,
T.
Haselhoff,
B. T.
Lawrence,
S.
Moebus and
F.
Weichert,
"Towards an interdisciplinary formalization of soundscapes"
,
Journal of the Acoustical Society of America,
vol. 155,
no. 4,
2024.
2023
T.
Harweg,
M.
Wagner and
F.
Weichert,
"Agent-Based Simulation for Infectious Disease Modelling over a Period of Multiple Days, with Application to an Airport Scenario"
,
International Journal of Environmental Research and Public Health,
vol. 20,
no. 1,
2023.
 Link |
T.
Ambrosat,
F.
Gierschner,
A.
Hundrup,
T.
Harweg,
F.
Weichert,
D.
Ungermann and
W.
Flügge,
"Automatisierte Inspektion von stahlbaulichen Strukturen mittels Drohne im Innenbereich"
,
zfv,
vol. 5,
2023.
| 10.12902/zfv-0441-2023 |
D.
Matuszczyk and
F.
Weichert,
"Reading Direct-Part Marking Data Matrix Code in the Context of Polymer-Based Additive Manufacturing"
,
Sensors,
vol. 23,
no. 3,
2023.
 File | 10.3390/s23031619 |
N.
Piatkowski,
K.
Morik,
N.
Kriege,
C.
Morris,
M.
Fey,
F.
Weichert,
N.
Bertram,
J.
Ellert,
J.
Fischer and
L.
Pfahler,
"Structured Data"
in Machine Learning under Resource Constraints - Fundamentals,
De Gruyter,
2023,
pp. 99--178.
| doi:10.1515/9783110785944-004 |
N.
Sharar,
K.
Wüstefeld,
R. M.
Talukder,
J.
Skolnik,
K.
Kaufmann,
B.
Giebel,
F.
Börger,
C.
Watzl,
F.
Weichert,
R.
Hergenröder and
V.
Shpacovitch,
"The employment of the surface plasmon resonance (SPR) microscopy sensor for the detection of individual extracellular vesicles and non-biological nanoparticles"
,
Biosensors,
vol. 13,
no. 4,
2023.
R.
Hergenröder,
F.
Weichert,
K.
Wüstefeld and
V.
Shpacovitch,
"Virus Detection"
in Machine Learning under Resource Constraints - Applications,
De Gruyter,
2023,
pp. 21--42.
| doi:10.1515/9783110785982-010 |
H.
Müller and
F.
Weichert,
Vorkurs Informatik - Der Einstieg ins Informatikstudium (2023).
....
6
Springer Vieweg,
2023.
| Link |
K.
Wüstefeld,
R.
Ebbinghaus and
F.
Weichert,
"Learning to Segment Blob-like Objects by Image-Level Counting"
,
Applied Sciences,
vol. 13,
no. 22,
2023.
| File | 10.3390/app132212219 |
2022
N.
Tschorn,
D.
Matuszczyk and
F.
Weichert,
"Deep Learning based Synthetic Image Generation for Defect Detection in Additive Manufacturing Industrial Environments"
,
International Conference on Mechanical Engineering and Robotics Research,
2022.
C.
Rest,
D.
Fisseler,
F.
Weichert and
G. G. W.
Müller,
"Illumination-based augmentation for cuneiform deep neural sign classification"
,
Journal on Computing and Cultural Heritage (accepted for publication),
2022.
| Link |
J.
Lins,
T.
Harweg,
F.
Weichert and
K.
Wohlgemuth,
"Potential of deep learning methods for deep level particle characterization in crystallization"
,
Applied Sciences (accepted for publication),
2022.
2021
M.
Fey,
J. E.
Lenssen,
F.
Weichert and
J.
Leskovec,
"GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings"
,
International Conference on Machine Learning (ICML),
2021.
| Link |
T.
Harweg,
D.
Bachmann and
F.
Weichert,
"Agent-based Simulation of Pedestrian Dynamics for Exposure Time Estimationin Epidemic Risk Assessment"
,
Journal of Public Health,
2021.
| Link | https://doi.org/10.1007/s10389-021-01489-y |
A.
Roth,
K.
Wüstefeld and
F.
Weichert,
"A Data-Centric Augmentation Approach for Disturbed Sensor Image Segmentation"
,
Journal of Imaging,
vol. 7 (10),
2021.
| PDF | https://doi.org/10.3390/jimaging7100206 |
2020
M.
Kleineberg,
M.
Fey and
F.
Weichert,
"Adversarial Generation of Continuous Implicit Shape Representations"
in Eurographics,
2020.
 PDF | Link |
K.
Wüstefeld and
F.
Weichert,
"An Automated Rapid Test for Viral Nanoparticles Based on Spatiotemporal Deep Learning"
,
IEEE Sensors,
pp. 1-4,
2020.
| PDF | Link | 10.1109/SENSORS47125.2020.9278935 |
T.
Harweg,
A.
Peter,
D.
Bachmann and
F.
Weichert,
CNN-Based Deep Architecture for Health Monitoring of Civil and Industrial Structures using UAVs:
6th International Electronic Conference on Sensors and Applications.
| PDF | https://doi.org/10.3390/ecsa-6-06640 |
M.
Fey,
J.
Yuen and
F.
Weichert,
"Hierarchical Inter-Message Passing for Learning on Molecular Graphs"
in ICML Graph Representation Learning and Beyond (GRL+),
2020.
| PDF | Link |