Julian Bernhard
Julian Bernhard publishes mostly in Automotive Engineering, Artificial Intelligence and Control and Systems Engineering, on topics such as Autonomous Vehicle Technology and Safety, Robotic Path Planning Algorithms and Traffic control and management.
- World rank
- #4,836,815 of 7,710,434 ranked researchers
- Rank in Germany
- #248,312 of 364,343
- Works
- 15
- Citations
- 184
- Citations per work
- 12.3
What does Julian Bernhard research?
Julian Bernhard's work is mostly in Engineering (55%), Computer Science (28%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences1282.5%
- Engineering855.0%
- Computer Science427.5%
- Everything else317.5%
- 1Automotive Engineering22% of their works
- 2Artificial Intelligence18% of their works
- 3Control and Systems Engineering12% of their works
- 4Mechanical Engineering12% of their works
- 5Computer Vision and Pattern Recognition10% of their works
- 6Civil and Structural Engineering8% of their works
Research topics
Which keywords describe Julian Bernhard's research?
The keywords of their largest research topics: Autonomous Vehicles, Collision Avoidance, Deep Learning, Driver Assistance Systems, Trajectory Prediction, Multi-Agent Systems, Reinforcement Learning and Optimal Motion Planning.
- Structural Engineering
- Neural Networks
- Finite Element Simulation
- Concrete-Filled Steel Tubes
- Bayesian Networks
- Microscopic Simulation
- Optimal Motion Planning
- Multi-Agent Systems
- Driver Assistance Systems
- Collision Avoidance
- Autonomous Vehicles
- Deep Learning
- Trajectory Prediction
- Reinforcement Learning
- Sampling-Based Algorithms
- Traffic Flow
- Causal Inference
- Finite Element Analysis
- Fretting Wear
- Robotics
- Threaded Fasteners
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 21 words, with their numbers
- Autonomous Vehicles132 topics
- Collision Avoidance132 topics
- Deep Learning112 topics
- Driver Assistance Systems91 topic
- Trajectory Prediction91 topic
- Multi-Agent Systems62 topics
- Reinforcement Learning52 topics
- Optimal Motion Planning41 topic
- Sampling-Based Algorithms41 topic
- Microscopic Simulation31 topic
- Traffic Flow31 topic
- Bayesian Networks21 topic
- Causal Inference21 topic
- Concrete-Filled Steel Tubes21 topic
- Finite Element Analysis21 topic
- Finite Element Simulation21 topic
- Fretting Wear21 topic
- Neural Networks21 topic
- Robotics21 topic
- Structural Engineering21 topic
- Threaded Fasteners21 topic
Where does Julian Bernhard work?
Julian Bernhard's main affiliation in the publication record is Fortiss, Germany.
How many publications and citations does Julian Bernhard have?
OpenAlex counts 15 works and 184 citations for Julian Bernhard, an h-index of 5, ranking #4,836,815 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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