CSC PhD project outlines

The FSE STEM Graduate School supports all PhD students of the Faculty of Science and Engineering (FSE) and is rapidly growing. The FSE STEM Graduate School optimises education and training of PhD students and facilitates and monitors the quality and progress of research projects. Objective of the FSE STEM Graduate School is to enhance the horizon of its PhD students and to offer a vivid community for PhDs to share experiences.

Contact
 Coordinator: Dr. Nico Roos
 roos@maastrichtuniversity.nl

Proposals

• A data science and game theoretic approach towards a sustainable healthy future
• Computational systems biology versus human aging: Targeting cellular aging and senescence through metabolic modeling
• Control, Optimization, Learning and Smart Robotic Hardware for Safe and Fast Human-Robot Interaction
• Data-driven and adaptive decomposition of multi-variate signals
• Detecting misinformation techniques on social media
• Developing explainable data integration of omics and imaging data in cardiovascular diseases
• Explainable and Reliable Transfer Learning
• Federated Learning using Privileged Information
• Human Behaviour Understanding using advanced visual information processing
• Identification and exploitation of miRNAs that control endothelial-to-mesenchyme transition
• Mechanisms and role of axon-myelin structural plasticity in learning and information processing

• Modeling the Metabolic Diversity of the Brain’s Glial Cells

• Ordering of training data for accurate, fast, and robust deep learning

• Research on isocyanate and phosgene free synthesis of biodegradable collagen-inspired poly(ester urethanes) containing amino acids as bioactive component and its mechanism in promoting the regeneration of abdominal wall defect

• Resolving metabolic regulators in vascular disease at the single cell level
• Variance reduced zero-order methods for hyperparameter tuning in deep neural networks and mathematical imaging