Publications

David A. Selby, Maximilian Sprang, Jan Ewald, und Sebastian J. Vollmer. Beyond the black box with biologically informed neural networks. Nature Reviews Genetics, 04.03.2025. [PUMA: topic_lifescience] URL

Maximilian Joas, Daniel Freund, Robert Haase, Erhard Rahm, und Jan Ewald. Zero-Shot, Big-Shot, Active-Shot - How to estimate cell confluence, lazily. bioRxiv, Cold Spring Harbor Laboratory, 2025. [PUMA: topic_lifescience] URL

David Antony Selby, Rashika Jakhmola, Maximilian Sprang, Gerrit Grossmann, Hind Raki, Niloofar Maani, Daria Pavliuk, Jan Ewald, und Sebastian Vollmer. Visible neural networks for multi-omics integration: a critical review. bioRxiv, Cold Spring Harbor Laboratory, 2024. [PUMA: topic_lifescience] URL

Maximilian Joas, Neringa Jurenaite, Dusan Prascevic, Nico Scherf, und Jan Ewald. A generalized and versatile framework to train and evaluate autoencoders for biological representation learning and beyond: AUTOENCODIX. bioRxiv, Cold Spring Harbor Laboratory, Dezember 2024. [PUMA: topic_lifescience] URL