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Applications of mathematics to any field inside or outside mathematics

13 votes

Deep learning / Deep neural nets for mathematician

Chris Olah has a great blog post on how topology relates to machine learning ("machine learning untangles highly kneaded spaces"). I will let him summarize: While it is challenging to understand the …
3 votes

Deep learning / Deep neural nets for mathematician

Eldad Haber at the University of British Columbia is exploring connections between neural networks, and dynamical systems: (2018) Deep Neural Networks Motivated by Partial Differential Equations (20 …