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03/11/2022
Physics-informed Reinforcement Learning for Perception and Reasoning about Fluids
Learning and reasoning about physical phenomena is still a challenge in ...
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12/10/2021
How to Quantify the Security Level of Embedded Systems? A Taxonomy of Security Metrics
Embedded Systems (ES) development has been historically focused on funct...
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06/24/2021
Physics perception in sloshing scenes with guaranteed thermodynamic consistency
Physics perception very often faces the problem that only limited data o...
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09/01/2020
MORPH-DSLAM: Model Order Reduction for PHysics-based Deformable SLAM
We propose a new methodology to estimate the 3D displacement field of de...
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08/15/2020
Description and Technical specification of Cybernetic Transportation Systems: an urban transportation concept
The Cybernetic Transportation Systems (CTS) is an urban mobility concept...
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07/03/2020
Deep learning of thermodynamics-aware reduced-order models from data
We present an algorithm to learn the relevant latent variables of a larg...
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04/09/2020