Jes Frellsen

Jes Frellsen is an Associate Professor in the Department of Applied Mathematics and Computer Science at the Technical University of Denmark (DTU), affiliated with the Cognitive Systems research group. His office is located at Richard Petersens Plads, Building 321, 2800 Kongens Lyngby.

Research Focus: Dr. Frellsen's work spans machine learning theory and applications, with core expertise in:

• Probabilistic modeling (latent variable models, Gaussian processes)
• Computer vision (image segmentation, geometry-aware algorithms)
• Generative AI (energy-based models, neural representations)
• Scientific applications (protein structure prediction, news recommendation systems)

His research emphasizes uncertainty quantification and handling incomplete data.

Advising & Projects: Currently supervising 5 PhD students on projects including:

• Machine learning for single-cell sequencing analysis
• AI-driven natural product discovery
• Digital twins for 3D concrete printing
• Inverse catalyst design via deep generative models
• Implicit neural representations for incomplete data