Jan Ewald

According to our database, Jan Ewald authored at least 7 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AUTOENCODIX: a generalized and versatile framework to train and evaluate autoencoders for biological representation learning and beyond.

Maximilian Josef Joas, Neringa Jurenaite, Dusan Prascevic, Nico Scherf, Jan Ewald

Nat. Comput. Sci., January, 2026

Leveraging foundation models and goal-dependent annotations for automated cell confluence assessment.

Maximilian Josef Joas, Daniel Freund, Robert Haase, Erhard Rahm, Jan Ewald

Frontiers Comput. Sci., 2026

2025

Visible neural networks for multi-omics integration: a critical review.

David Antony Selby, Rashika Jakhmola, Maximilian Sprang, Gerrit Großmann, Hind Raki, Niloofar Maani, Daria Pavliuk, Jan Ewald, Sebastian J. Vollmer

Frontiers Artif. Intell., 2025

2024

Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-Offs.

Anika Hannemann, Jan Ewald, Leo Seeger, Erik Buchmann

Proceedings of the Computational Science - ICCS 2024, 2024

2021

Dynamic optimization reveals alveolar epithelial cells as key mediators of host defense in invasive aspergillosis.

Jan Ewald, Flora Rivieccio, Lukás Radosa, Stefan Schuster, Axel A. Brakhage, Christoph Kaleta

PLoS Comput. Biol., 2021

2017

Optimality principles reveal a complex interplay of intermediate toxicity and kinetic efficiency in the regulation of prokaryotic metabolism.

Jan Ewald, Martin Bartl, Thomas Dandekar, Christoph Kaleta

PLoS Comput. Biol., 2017

2015

Optimal programs of pathway control: dissecting the influence of pathway topology and feedback inhibition on pathway regulation.

Gundián M. de Hijas-Liste, Eva Balsa-Canto, Jan Ewald, Martin Bartl, Pu Li, Julio R. Banga, Christoph Kaleta

BMC Bioinform., 2015