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Florian Mahlknecht

Florian Mahlknecht

Robotics and Automation Engineer

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Category: Teamwork

2020-06-272020-07-01 Coursework, Teamwork Leave a Comment on Deep Learning for Autonomous Driving

Deep Learning for Autonomous Driving

Perception tasks for scene understanding in such complex environments as on our streets, are currently best solved using Deep Learning techniques. In particular, multitask learning (MTL), has gained popularity, as […]

Florian Florian
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2019-06-062021-03-04 Presentations, Teamwork, Thesis Projects Leave a Comment on Axial Flux Drive Assembly Line

Axial Flux Drive Assembly Line

Due to the high torque and power density, Axial Flux Permanent Magnet (AFPM) machines are a promising solution for electric vehicles (EVs) and high-efficiency applications. However, the so called pancake […]

Florian Florian
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2018-10-052020-07-01 Presentations, Teamwork, Thesis Projects 4 Comments on UAV Collision Avoidance and Autonomous Navigation

UAV Collision Avoidance and Autonomous Navigation

In the last few years an increasing demand in multicopter vehicle applications is taking place. Almost all of them involve autonomous trajectory following and collision avoidance as a security measure. […]

Florian Florian
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Recent works

  • Spectral Submanifolds for Control
  • Event-based Stereo Vision for Scene Flow Understanding in Autonomous Driving
  • Deep Learning for Autonomous Driving
  • Nonlinear Dynamics and Chaos
  • Hardware Accelerators for Deep Neural Networks

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