Faculties of University Bonn: Search
Now showing items 391-395 of 395
The Signature Transform in Numerics and Machine Learning
(2024-04-23)
In this work we study the signature transform from the viewpoint of applied and numerical mathematics.
The theoretical background is established in the first part, where the signature is defined as a map going from ......
The theoretical background is established in the first part, where the signature is defined as a map going from ......
Unitary fermionic topological field theory
(2024-02-29)
Atiyah's axioms are one way to define rigorously what is a topological quantum field theory. He defined it as a symmetric monoidal functor from a bordism category to the category of vector spaces. To include fermions in ...
Optimal Numerical Basis Functions in the Partition of Unity Method
(2024-04-08)
Partial differential equations (PDE) arise from the modeling of a wide range of physical problems and knowing how to solve them is of large interest in many industrial undertakings. One numerical method to solve PDE is the ...
Social-aware Robot Navigation based on Deep Reinforcement Learning
(2024-04-24)
With the increase of applications involving autonomous mobile robots, there is a growing need for them to navigate safely and effectively in environments shared with humans. In recent years, social-aware robot navigation ...
Low-dimensional Representations for Diverse Collections of 3D Surface Meshes
(2024-02-29)
The surfaces of 3D shapes are discretized by surface meshes that represent them in a processable way. This enables simulations of deforming components in CAE, animations for movies, or representations of human organs to ...