ELLIS SummerSchool
ELLIS Summer School 2026 on Trustworthy & Responsible AI in Drug Discovery (TRAID) One week has passed since an inspiring week of talks, hands-on sessions and exchange around one central question: How can we build AI systems that are tr... Read More
ELLIS Summer School 2026 on Trustworthy & Responsible AI in Drug Discovery (TRAID) One week has passed since an inspiring week of talks, hands-on sessions and exchange around one central question: How can we build AI systems that are trustworthy and responsible enough to improve decision-making in drug discovery? Monday — Prof. Dr. Kerstin Lenhof opened with ethical and technical perspectives on trustworthy ML in medicine. Dr. Gaël Varoquaux followed with uncertainty in LLMs and approaches to rejecting hallucinations. Tuesday — Dr. Rebekka Burkholz presented neuro-explicit mutation prediction and neuralODEs. Dr. Sofia Imperatore introduced geometric deep learning, from point clouds to proteins. Dr. Johannes Schimunek discussed rigor in ML research, and Dr. Oliver M. Crook explored spurious correlations and shortcuts. Wednesday — Dr. Miriam Mathea addressed trustworthy molecular property prediction. Prof. Dr. Lena Kästner led a workshop on responsible AI, explainability, trustworthiness and safety. The afternoon took us to the UNESCO World Heritage Site Völklinger Hütte. Thursday — Dr. Philipp Flotho spoke about generalizing from synthetic to real-world data, followed by Dr. Meelis Lootus on startups in drug discovery. Dr. Daniel Probst and the Volkamer Lab then led hands-on workshops on trustworthy AI and talktorials for drug design. The day ended with a BBQ. Friday — Dr. Giovanna Jaramillo-Gutierrez closed the scientific program with a talk on the dual-use nature of general-purpose AI and biosecurity concerns. We wrapped up with the closing session and poster awards. Great talks, lively discussions and a week to remember. Organized by PharmaScienceHub, CISPA, ELSA and ELLIS. Scientific program led by Prof. Dr. Andrea Volkamer and Prof. Dr. Mario Fritz, together with Dr. Kenan Bozhüyük and Prof. Dr. Andreas Keller. Photos: Oliver Dietze, PSH Show Less