Thomas R. Sokolowski

According to our database, Thomas R. Sokolowski authored at least 6 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Unifying Physics- and Data-Driven Modeling via Novel Causal Spatiotemporal Graph Neural Network for Interpretable Epidemic Forecasting.

Shuai Han, Lukas Stelz, Thomas R. Sokolowski, Kai Zhou, Horst Stöcker

CoRR, April, 2025

Comparing AI versus optimization workflows for simulation-based inference of spatial-stochastic systems.

Michael Alexander Ramirez Sierra, Thomas R. Sokolowski

Mach. Learn. Sci. Technol., 2025

2024

AI-powered simulation-based inference of a genuinely spatial-stochastic gene regulation model of early mouse embryogenesis.

Michael Alexander Ramirez Sierra, Thomas R. Sokolowski

PLoS Comput. Biol., 2024

Stable developmental patterns of gene expression without morphogen gradients.

Maciej Majka, Nils B. Becker, Pieter Rein ten Wolde, Marcin Zagórski, Thomas R. Sokolowski

PLoS Comput. Biol., 2024

2019

A Tight Upper Bound on Mutual Information.

Michal Hledík, Thomas R. Sokolowski, Gasper Tkacik

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

2012

Mutual Repression Enhances the Steepness and Precision of Gene Expression Boundaries.

Thomas R. Sokolowski, Thorsten Erdmann, Pieter Rein ten Wolde

PLoS Comput. Biol., 2012