Scholar

Michael Botsch

Google Scholar ID: snbCmJoAAAAJ

Technische Hochschule Ingolstadt

Machine LearningAutonomous Driving

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Citations & Impact

All-time

Citations

737

H-index

14

i10-index

26

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

10 items

Uncertainty-Aware Velocity Correction for Proprioceptive Vehicle Localization using Evidential Mamba

2026

Cited

0

Physics-Regularized Machine Learning for Proprioceptive Vehicle Localization Using Onboard Sensors

2026

Cited

0

Behavior-Centric Extraction of Scenarios from Highway Traffic Data and their Domain-Knowledge-Guided Clustering using CVQ-VAE

2026

Cited

0

Uncertainty-Aware Diffusion Model for Multimodal Highway Trajectory Prediction via DDIM Sampling

2026

Cited

0

Online Monitoring Framework for Automotive Time Series Data using JEPA Embeddings

2026

Cited

0

Machine Learning Architectures for the Estimation of Predicted Occupancy Grids in Road Traffic

2025

Cited

0

Predicted-occupancy grids for vehicle safety applications based on autoencoders and the Random Forest algorithm

2025

Cited

0

Probability Estimation for Predicted-Occupancy Grids in Vehicle Safety Applications Based on Machine Learning

2025

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)