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20152026
most citedBiologically-informed neural networks guide mechanistic modeling from sparse experimental data

176 citations · 392 across the 14 of their papers we have counts for

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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…