Daniele Bernardini

Daniele Bernardini is a researcher at the School of Engineering and Design, Technical University of Munich (TUM), contributing to Healthcare and Rehabilitation Robotics under Prof. Cristina Piazza. He co-founded and leads Cognivix, a startup focused on industrial automation for high-variability/low-volume production.

Education:

• M.Sc. in Theoretical Physics, University of Florence (1997)
• Ph.D. candidate in Computation, Information and Technology, TUM (since 2022)

Research Focus:

• Robotic perception for manipulation tasks
• Deep learning in grasping systems
• 6D pose estimation techniques
• Photovoltaic energy management frameworks

Recent Publication Trends: His 2022-2024 work spans robotics (6D pose estimation, bionic hands), machine learning (deep reinforcement learning), and energy systems (photovoltaic optimization), reflecting interdisciplinary efforts between AI and industrial applications.