Structure elucidation of unknown small molecules by mass spectrometry is a challenge despite advances in instrumentation. The first crucial step is to obtain correct elemental compositions. In order to automatically constrain the thousands of possible candidate structures, rules need to be developed to se...
The GNN learned the basic spatial structure of the problem in form of a graph that could be transferred to new problems and adapted its mapped policy. Thus, the GNN-PPO was not only able to adapt to novel job shop problems, but also outperformed algorithms that were configured scenario-...
Acceptance and Commitment Therapy (ACT) is a form of cognitive behavioural therapy, which may be beneficial for people with chronic pain. The approach aims to enhance daily functioning through increased psychological flexibility. Whilst the therapeutic model behind ACT appears well suited to chronic pai...
A variety of issues in supply chain management, such as the joint replenishment problem (Vanvuchelen, Gijsbrechts, and Boute Citation2020), dual sourcing (Gijsbrechts et al. Citation2021), and scheduling (Rummukainen and Nurminen Citation2019) are solved by using deep reinforcement learning. ...
through drivers. Consequently, virtualized MMU mappings can be easily matched to IOMMU mappings by the hypervisors. The IOMMU also brings similar advantages as the MMU in the cores. It is for example possible to detect faulty devices accessing unmapped physical pages because of software or hardware...
5. SVM Classification The Support Vector Machines, introduced in 1992 by Bernhard Boser, Isabelle Guyon, and Vladimir Vapnik [54] in the form we know them today, are robust classification models that can leverage different kernels in order to construct non-linear decision ...
Structure elucidation of unknown small molecules by mass spectrometry is a challenge despite advances in instrumentation. The first crucial step is to obtain correct elemental compositions. In order to automatically constrain the thousands of possible candidate structures, rules need to be developed to se...