62 citations · 93 across the 11 of their papers we have counts for
3 papers · 1 filter
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…
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…
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…