PhD Courses in Denmark

Welcome to Robust Large Language Models: From Security to FactualityDescription: The course will focus on two central topics related to robustness in LLMs: Security and FactualitySecurityThe course will cover methods for detecting, preventing, a

Welcome to Advanced Energy System Analysis on the EnergyPLAN modelDescription:The PhD course gives an introduction to advanced energy system analysis using the EnergyPLAN computer model. After the course the participants are expected to be able to underst

Welcome to Advanced LCA – Consequential and IO-based Life Cycle AssessmentDescription:The course aims at strengthening skills in life cycle inventory analysis. The course targets the development of advanced competences in LCA by applying the pr

Welcome to Estimation and Filtering in Stochastic Dynamic SystemsDescription: In applications within modeling, estimation, control and detection state space models are used. Normally the whole state can not be measured but only some function of

Welcome to Green Economy in the Making: Designing sustainable markets and resourcesDescription: Building on the new economic sociology formed on science and technology scholarship, the course provides new understandings to processes of ‘gr

Welcome to Industrial Digital Tools for Circular EconomyDescription: The course aims at providing concrete examples of use of Industrial digital tools for enhancing circularity and discussing what transformation this does, which impact on sustai

Welcome to Introduction to Information Theory in NeuroscienceDescription: In this course, we introduce key concepts from information theory and their applications in neuroscience. The course provides a gentle introduction to the foundations of i

Welcome to Introduction to Probabilistic Machine LearningDescription:Machine learning (ML) and artificial intelligence have had major impacts on all areas of society and across research disciplines. Probabilistic ML provides a principled approach, ba

Welcome to Knowledge graph constructionDescription: The ability to represent and reason with knowledge in a structured, machine-readable format is rapidly becoming essential for modern artificial intelligence applications. Knowledge graphs (KGs)

Welcome Methods of AI in Modern Data Management SystemsDescription:This course is at the intersection of AI and data system design. The basic idea is to learn where the application (!) of AI methods may benefit the design of specific components of a