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math.AT2019★ 45 cited
Analyzing Collective Motion with Machine Learning and Topology
Dhananjay Bhaskar, Angelika Manhart, Jesse Milzman +4
We use topological data analysis and machine learning to study a seminal model of collective motion in biology [D'Orsogna et al., Phys. Rev. Lett. 96 (2006)]. This model describes…
physics.bio-ph2019
Centering and symmetry breaking in confined contracting actomyosin networks
Niv Ierushalmi, Maya Malik-Garbi, Angelika Manhart +4
Centering and decentering of cellular components is essential for internal organization of cells and their ability to perform basic cellular functions such as division and motility…