The Julia Programming Language

Write a blog post about one of a new approach to solve differential equations using the neural network or automatic differentiation. [Advanced]

Research about a new approach to solve differential equations. Add examples of using the new method of code examples in Julia (if there are such examples). Write a small blog about new approaches on any platform. Take one of the suggested methods or propose yours List of approach:

  1. https://arxiv.org/pdf/1912.01412.pdf
  2. https://papers.nips.cc/paper/7892-neural-ordinary-differential-equations.pdf
  3. https://arxiv.org/pdf/1707.02568.pdf
  4. https://arxiv.org/pdf/1909.13789.pdf
  5. https://arxiv.org/pdf/1910.07291.pdf

This task needs some background knowledge of differential equations.

Task tags

  • differential equation
  • neural networks
  • julia
  • automatic differentiation

Students who completed this task

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Task type

  • assessment Outreach / Research
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2019