Nicolai Braad Pedersen

Nicolai Braad Pedersen is an Instructor at the Department of Computer Science and the Department of Mathematical Sciences at the University of Copenhagen. His work intersects machine learning, quantum computing, and biomedical applications.

• Department of Computer Science, University of Copenhagen
• Department of Mathematical Sciences, University of Copenhagen

His research focuses on machine learning and its theoretical foundations, with applications spanning natural language processing, medical data analysis, biological modeling, and quantum machine learning. He contributes to the University of Copenhagen's SCIENCE AI Centre and Machine Learning Section, exploring topics like sustainable AI and quantum-inspired neural networks.

Nicolai's recent work includes:

• Quantum computing applications for biomolecular free energy calculations
• Environmental sustainability in AI development
• Neural network architectures for optical and quantum systems
• Reinforcement learning optimization under entropic risk

He utilizes the department's powerful compute cluster and collaborates with initiatives like the TreeSense center for remote sensing and deep learning of global tree resources.