59 citations · 164 across the 5 of their papers we have counts for
5 papers
Safe Active Learning for Gaussian Differential Equations
Leon Glass, Katharina Ensinger, Christoph Zimmer
Gaussian Process differential equations (GPODE) have recently gained momentum due to their ability to capture dynamics behavior of systems and also represent uncertainty in predict…
Predicting discrete-time bifurcations with deep learning
Thomas M. Bury, Daniel Dylewsky, Chris T. Bauch +4
Many natural and man-made systems are prone to critical transitions -- abrupt and potentially devastating changes in dynamics. Deep learning classifiers can provide an early warnin…
Correlations of single-cell division times with and without periodic forcing
Noga Mosheiff, Bruno M. C. Martins, Sivan Pearl-Mizrahi +7
Periodic forcing of nonlinear oscillators leads to a large number of dynamic behaviors. The coupling of the cell-cycle to the circadian clock provides a biological realization of s…
Sequential recruitment and combinatorial assembling of multiprotein complexes in transcriptional activation
Vincent Lemaire, Chiu Fan Lee, Jinzhi Lei +2
In human cells, estrogenic signals induce cyclical association and dissociation of specific proteins with the DNA in order to activate transcription of estrogen-responsive genes. T…
Topological constraints on spiral wave dynamics in spherical geometries with inhomogeneous excitability
Jörn Davidsen, Leon Glass, Raymond Kapral
We analyze the way topological constraints and inhomogeneity in the excitability influence the dynamics of spiral waves on spheres and punctured spheres of excitable media. We gene…