Karl-Philipp Kortmann

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Using Artificial Neural Networks

Estimation Accuracy

Fault Diagnosis

Variational Inference

Top Venues

Publications

Nicolas Lampe, Simon F. G. Ehlers, Karl-Philipp Kortmann, Clemens Westerkamp, Thomas Seel
Model-Based Maximum Friction Coefficient Estimation for Road Surfaces with Gradient or Cross-Slope. IV (2024)
Moritz Fehsenfeld, Johannes Kühn, Karl-Philipp Kortmann
Comparative Study of Excitation Signals for Active Fault Diagnosis of Belt Drives. ISIE (2023)
Nicolas Lampe, Karl-Philipp Kortmann, Clemens Westerkamp, Hans-Georg Jacob
Active Excitations for Maximum Friction Coefficient Estimation. IV (2023)
Hendrik Schäfke, Nicolas Lampe, Karl-Philipp Kortmann
Transformer Neural Networks for Maximum Friction Coefficient Estimation of Tire-Road Contact using Onboard Vehicle Sensors. CDC (2023)
Daniel Fink, Tobias Dues, Karl-Philipp Kortmann, Pascal Blum, Christoph Schweers, Ahmed Trabelsi
A Recursive Gaussian Process based Online Driving Style Analysis. ACC (2023)
Karl-Philipp Kortmann, Moritz Fehsenfeld, Mark Wielitzka
Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic Systems. CoRR (2021)
Johannes Zumsande, Karl-Philipp Kortmann, Tobias Ortmaier, Mark Wielitzka
Estimation of Stochastic Time Lags between Data Sources in Distributed Production Facilities Based on Cross-Correlated Signals. ICIT (2021)
Max-Heinrich Laves, Sontje Ihler, Karl-Philipp Kortmann, Tobias Ortmaier
Calibration of Model Uncertainty for Dropout Variational Inference. CoRR (2020)
Max-Heinrich Laves, Sontje Ihler, Karl-Philipp Kortmann, Tobias Ortmaier
Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference. CoRR (2019)