Tim Litwin

This paper introduces a latent-space calibration method for rare disease ODE models using synthetic data, improving parameter recovery and trajectory prediction from sparse clinical observations.

This study identifies novel functions of Foxi1 in regulating mucociliary progenitor cells and ionocyte specification through transcriptional and epigenetic mechanisms in Xenopus laevis.

The paper introduces 1100 synthetic benchmark problems for dynamic cellular process modeling to improve algorithm evaluation.

The paper investigates how Notch signaling and Hes factors regulate mucociliary cell fate specification in Xenopus tadpole epidermis through competitive de-repression.