3 papers
q-bio.QM2025
Information-Theoretical Measures for Developmental Cell-Fate Proportioning Processes
Michael A. Ramirez-Sierra, Thomas R. Sokolowski
Self-organization is a fundamental process of complex biological systems, particularly during the early stages of development. In the mammalian embryo, blastocyst formation exempli…
q-bio.QM2025
Initial Luminally Deposited FGF4 Critically Influences Blastocyst Patterning
Michael A. Ramirez-Sierra, Thomas R. Sokolowski
Luminogenesis, the formation of a fluid-filled cavity (lumen), is an essential process in early mammalian embryonic development, coinciding with the second cell-fate decision that…
cs.LG2025
Unifying Physics- and Data-Driven Modeling via Novel Causal Spatiotemporal Graph Neural Network for Interpretable Epidemic Forecasting
Shuai Han, Lukas Stelz, Thomas R. Sokolowski +2
Accurate epidemic forecasting is crucial for effective disease control and prevention. Traditional compartmental models often struggle to estimate temporally and spatially varying…