Hans Matter

Machine Learning Meets Pharmacokinetics: A Comparative Analysis of Predictive Models for Plasma Concentration-Time Profiles

This paper compares predictive models for rat plasma concentration-time profiles, finding that physics-informed neural networks outperform other methods, especially with limited data.

Deep Batch Active Learning for Drug Discovery

The paper develops two novel active learning batch selection methods for drug discovery, showing significant improvements over existing methods across multiple datasets.